Overview
Brought to you by YData
Dataset statistics
| Number of variables | 51 |
|---|---|
| Number of observations | 84 |
| Missing cells | 1728 |
| Missing cells (%) | 40.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 33.6 KiB |
| Average record size in memory | 409.6 B |
Variable types
| Numeric | 22 |
|---|---|
| Categorical | 20 |
| Boolean | 4 |
| Unsupported | 5 |
Process (PMF) - Prototyping Used has constant value "True" | Constant |
Tech (TF) - Web Development has constant value "Web" | Constant |
Tech (TF) - DBMS Used has constant value "True" | Constant |
- CASE Tool Used is highly overall correlated with External (EEF) - Industry Sector and 6 other fields | High correlation |
External (EEF) - Data Quality Rating is highly overall correlated with External (EEF) - Organisation Type and 17 other fields | High correlation |
External (EEF) - Industry Sector is highly overall correlated with - CASE Tool Used and 17 other fields | High correlation |
External (EEF) - Organisation Type is highly overall correlated with External (EEF) - Data Quality Rating and 31 other fields | High correlation |
People (PRF) - BA team experience 1 to 3 yr is highly overall correlated with External (EEF) - Organisation Type and 10 other fields | High correlation |
People (PRF) - BA team experience <1 yr is highly overall correlated with People (PRF) - IT experience <3 yr and 5 other fields | High correlation |
People (PRF) - BA team experience >3 yr is highly overall correlated with External (EEF) - Organisation Type and 7 other fields | High correlation |
People (PRF) - IT experience 3 to 9 yr is highly overall correlated with External (EEF) - Data Quality Rating and 11 other fields | High correlation |
People (PRF) - IT experience <3 yr is highly overall correlated with People (PRF) - BA team experience <1 yr and 5 other fields | High correlation |
People (PRF) - IT experience >9 yr is highly overall correlated with External (EEF) - Organisation Type and 10 other fields | High correlation |
People (PRF) - Personnel changes is highly overall correlated with External (EEF) - Organisation Type and 16 other fields | High correlation |
People (PRF) - Project manage changes is highly overall correlated with External (EEF) - Organisation Type and 11 other fields | High correlation |
People (PRF) - Project manage experience is highly overall correlated with External (EEF) - Industry Sector and 10 other fields | High correlation |
Process (PMF) - Development Methodologies is highly overall correlated with External (EEF) - Data Quality Rating and 23 other fields | High correlation |
Process (PMF) - Docs is highly overall correlated with External (EEF) - Data Quality Rating and 14 other fields | High correlation |
Project (PRF) - Application Group is highly overall correlated with External (EEF) - Industry Sector and 7 other fields | High correlation |
Project (PRF) - Application Type is highly overall correlated with External (EEF) - Data Quality Rating and 31 other fields | High correlation |
Project (PRF) - Cost currency is highly overall correlated with External (EEF) - Data Quality Rating and 27 other fields | High correlation |
Project (PRF) - Currency multiple is highly overall correlated with - CASE Tool Used and 22 other fields | High correlation |
Project (PRF) - Defect Density is highly overall correlated with External (EEF) - Organisation Type and 6 other fields | High correlation |
Project (PRF) - Development Type is highly overall correlated with External (EEF) - Industry Sector and 11 other fields | High correlation |
Project (PRF) - Functional Size is highly overall correlated with External (EEF) - Data Quality Rating and 15 other fields | High correlation |
Project (PRF) - Manpower Delivery Rate is highly overall correlated with External (EEF) - Data Quality Rating and 12 other fields | High correlation |
Project (PRF) - Max Team Size is highly overall correlated with External (EEF) - Data Quality Rating and 19 other fields | High correlation |
Project (PRF) - Normalised Level 1 PDR (ufp) is highly overall correlated with Project (PRF) - Max Team Size and 7 other fields | High correlation |
Project (PRF) - Normalised PDR (ufp) is highly overall correlated with Project (PRF) - Max Team Size and 7 other fields | High correlation |
Project (PRF) - Normalised Work Effort is highly overall correlated with External (EEF) - Data Quality Rating and 15 other fields | High correlation |
Project (PRF) - Normalised Work Effort Level 1 is highly overall correlated with External (EEF) - Organisation Type and 16 other fields | High correlation |
Project (PRF) - Project Elapsed Time is highly overall correlated with External (EEF) - Industry Sector and 16 other fields | High correlation |
Project (PRF) - Relative Size is highly overall correlated with External (EEF) - Data Quality Rating and 17 other fields | High correlation |
Project (PRF) - Speed of Delivery is highly overall correlated with External (EEF) - Data Quality Rating and 12 other fields | High correlation |
Project (PRF) - Team Size Group is highly overall correlated with External (EEF) - Data Quality Rating and 27 other fields | High correlation |
Project (PRF) - Total project cost is highly overall correlated with - CASE Tool Used and 27 other fields | High correlation |
Project (PRF) - Year of Project is highly overall correlated with - CASE Tool Used and 18 other fields | High correlation |
Tech (TF) - Architecture is highly overall correlated with External (EEF) - Industry Sector and 11 other fields | High correlation |
Tech (TF) - Client Roles is highly overall correlated with External (EEF) - Data Quality Rating and 30 other fields | High correlation |
Tech (TF) - Client Server? is highly overall correlated with External (EEF) - Data Quality Rating and 10 other fields | High correlation |
Tech (TF) - Development Platform is highly overall correlated with - CASE Tool Used and 15 other fields | High correlation |
Tech (TF) - Language Type is highly overall correlated with External (EEF) - Industry Sector and 15 other fields | High correlation |
Tech (TF) - Primary Programming Language is highly overall correlated with External (EEF) - Organisation Type and 11 other fields | High correlation |
Tech (TF) - Server Roles is highly overall correlated with - CASE Tool Used and 26 other fields | High correlation |
Tech (TF) - Tools Used is highly overall correlated with - CASE Tool Used and 17 other fields | High correlation |
Project (PRF) - Application Group is highly imbalanced (78.2%) | Imbalance |
Process (PMF) - Development Methodologies is highly imbalanced (59.8%) | Imbalance |
People (PRF) - Project manage changes is highly imbalanced (53.4%) | Imbalance |
External (EEF) - Industry Sector has 1 (1.2%) missing values | Missing |
Project (PRF) - Application Group has 5 (6.0%) missing values | Missing |
Tech (TF) - Development Platform has 15 (17.9%) missing values | Missing |
Project (PRF) - Functional Size has 1 (1.2%) missing values | Missing |
Project (PRF) - Relative Size has 1 (1.2%) missing values | Missing |
Project (PRF) - Normalised Level 1 PDR (ufp) has 1 (1.2%) missing values | Missing |
Project (PRF) - Normalised PDR (ufp) has 1 (1.2%) missing values | Missing |
Project (PRF) - Defect Density has 53 (63.1%) missing values | Missing |
Project (PRF) - Speed of Delivery has 3 (3.6%) missing values | Missing |
Project (PRF) - Manpower Delivery Rate has 28 (33.3%) missing values | Missing |
Project (PRF) - Project Elapsed Time has 2 (2.4%) missing values | Missing |
Project (PRF) - Team Size Group has 25 (29.8%) missing values | Missing |
Project (PRF) - Max Team Size has 25 (29.8%) missing values | Missing |
- CASE Tool Used has 68 (81.0%) missing values | Missing |
Process (PMF) - Development Methodologies has 4 (4.8%) missing values | Missing |
Process (PMF) - Prototyping Used has 79 (94.0%) missing values | Missing |
Tech (TF) - Architecture has 15 (17.9%) missing values | Missing |
Tech (TF) - Client Server? has 52 (61.9%) missing values | Missing |
Tech (TF) - Client Roles has 58 (69.0%) missing values | Missing |
Tech (TF) - Server Roles has 57 (67.9%) missing values | Missing |
Tech (TF) - Type of Server has 84 (100.0%) missing values | Missing |
Tech (TF) - Web Development has 50 (59.5%) missing values | Missing |
Tech (TF) - DBMS Used has 27 (32.1%) missing values | Missing |
People (PRF) - Project user involvement has 84 (100.0%) missing values | Missing |
People (PRF) - BA team experience <1 yr has 69 (82.1%) missing values | Missing |
People (PRF) - BA team experience 1 to 3 yr has 66 (78.6%) missing values | Missing |
People (PRF) - BA team experience >3 yr has 67 (79.8%) missing values | Missing |
People (PRF) - IT experience <1 yr has 84 (100.0%) missing values | Missing |
People (PRF) - IT experience 1 to 3 yr has 84 (100.0%) missing values | Missing |
People (PRF) - IT experience >3 yr has 84 (100.0%) missing values | Missing |
People (PRF) - IT experience <3 yr has 61 (72.6%) missing values | Missing |
People (PRF) - IT experience 3 to 9 yr has 63 (75.0%) missing values | Missing |
People (PRF) - IT experience >9 yr has 67 (79.8%) missing values | Missing |
People (PRF) - Project manage experience has 65 (77.4%) missing values | Missing |
People (PRF) - Project manage changes has 52 (61.9%) missing values | Missing |
People (PRF) - Personnel changes has 52 (61.9%) missing values | Missing |
Project (PRF) - Total project cost has 55 (65.5%) missing values | Missing |
Project (PRF) - Cost currency has 54 (64.3%) missing values | Missing |
Project (PRF) - Currency multiple has 66 (78.6%) missing values | Missing |
Tech (TF) - Type of Server is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
People (PRF) - Project user involvement is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
People (PRF) - IT experience <1 yr is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
People (PRF) - IT experience 1 to 3 yr is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
People (PRF) - IT experience >3 yr is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Project (PRF) - Defect Density has 18 (21.4%) zeros | Zeros |
Tech (TF) - Tools Used has 28 (33.3%) zeros | Zeros |
People (PRF) - BA team experience <1 yr has 7 (8.3%) zeros | Zeros |
People (PRF) - BA team experience 1 to 3 yr has 6 (7.1%) zeros | Zeros |
People (PRF) - BA team experience >3 yr has 3 (3.6%) zeros | Zeros |
People (PRF) - IT experience <3 yr has 6 (7.1%) zeros | Zeros |
People (PRF) - IT experience 3 to 9 yr has 3 (3.6%) zeros | Zeros |
People (PRF) - IT experience >9 yr has 2 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-15 13:26:26.986562 |
|---|---|
| Analysis finished | 2025-05-15 13:28:04.962394 |
| Duration | 1 minute and 37.98 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
ISBSG Project ID
Real number (ℝ)
| Distinct | 83 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20951.143 |
| Minimum | 10279 |
|---|---|
| Maximum | 32010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 10279 |
|---|---|
| 5-th percentile | 11498.8 |
| Q1 | 14851.25 |
| median | 20162 |
| Q3 | 26671.25 |
| 95-th percentile | 31036.25 |
| Maximum | 32010 |
| Range | 21731 |
| Interquartile range (IQR) | 11820 |
Descriptive statistics
| Standard deviation | 6595.8526 |
|---|---|
| Coefficient of variation (CV) | 0.31482066 |
| Kurtosis | -1.3453905 |
| Mean | 20951.143 |
| Median Absolute Deviation (MAD) | 5832 |
| Skewness | 0.078118411 |
| Sum | 1759896 |
| Variance | 43505271 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 31166 | 2 | 2.4% |
| 10279 | 1 | 1.2% |
| 24701 | 1 | 1.2% |
| 26422 | 1 | 1.2% |
| 26195 | 1 | 1.2% |
| 26034 | 1 | 1.2% |
| 25559 | 1 | 1.2% |
| 25480 | 1 | 1.2% |
| 25415 | 1 | 1.2% |
| 25247 | 1 | 1.2% |
| Other values (73) | 73 |
| Value | Count | Frequency (%) |
| 10279 | 1 | |
| 10317 | 1 | |
| 10572 | 1 | |
| 11278 | 1 | |
| 11497 | 1 | |
| 11509 | 1 | |
| 11738 | 1 | |
| 11801 | 1 | |
| 12664 | 1 | |
| 13026 | 1 |
| Value | Count | Frequency (%) |
| 32010 | 1 | |
| 31969 | 1 | |
| 31166 | 2 | |
| 31103 | 1 | |
| 30658 | 1 | |
| 30621 | 1 | |
| 30466 | 1 | |
| 30367 | 1 | |
| 30029 | 1 | |
| 29471 | 1 |
External (EEF) - Data Quality Rating
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| B | |
|---|---|
| A | |
| C | 1 |
| D | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 2.4% |
Sample
| 1st row | B |
|---|---|
| 2nd row | B |
| 3rd row | B |
| 4th row | A |
| 5th row | B |
Common Values
| Value | Count | Frequency (%) |
| B | 57 | |
| A | 25 | |
| C | 1 | 1.2% |
| D | 1 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| b | 57 | |
| a | 25 | |
| c | 1 | 1.2% |
| d | 1 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 57 | |
| A | 25 | |
| C | 1 | 1.2% |
| D | 1 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 84 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 57 | |
| A | 25 | |
| C | 1 | 1.2% |
| D | 1 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 84 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 57 | |
| A | 25 | |
| C | 1 | 1.2% |
| D | 1 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 84 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 57 | |
| A | 25 | |
| C | 1 | 1.2% |
| D | 1 | 1.2% |
Project (PRF) - Year of Project
Real number (ℝ)
High correlation 
| Distinct | 9 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.369 |
| Minimum | 2005 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 2005 |
|---|---|
| 5-th percentile | 2008.15 |
| Q1 | 2009.75 |
| median | 2012 |
| Q3 | 2013 |
| 95-th percentile | 2014 |
| Maximum | 2015 |
| Range | 10 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 2.166446 |
|---|---|
| Coefficient of variation (CV) | 0.0010771002 |
| Kurtosis | -0.67937714 |
| Mean | 2011.369 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.20697571 |
| Sum | 168955 |
| Variance | 4.6934882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2009 | 16 | |
| 2010 | 15 | |
| 2013 | 14 | |
| 2014 | 13 | |
| 2012 | 13 | |
| 2015 | 4 | 4.8% |
| 2011 | 4 | 4.8% |
| 2008 | 4 | 4.8% |
| 2005 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 2005 | 1 | 1.2% |
| 2008 | 4 | 4.8% |
| 2009 | 16 | |
| 2010 | 15 | |
| 2011 | 4 | 4.8% |
| 2012 | 13 | |
| 2013 | 14 | |
| 2014 | 13 | |
| 2015 | 4 | 4.8% |
| Value | Count | Frequency (%) |
| 2015 | 4 | 4.8% |
| 2014 | 13 | |
| 2013 | 14 | |
| 2012 | 13 | |
| 2011 | 4 | 4.8% |
| 2010 | 15 | |
| 2009 | 16 | |
| 2008 | 4 | 4.8% |
| 2005 | 1 | 1.2% |
External (EEF) - Industry Sector
Categorical
High correlation  Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 1 |
| Missing (%) | 1.2% |
| Memory size | 804.0 B |
| Banking | |
|---|---|
| Government | |
| Service Industry | |
| Education | |
| Manufacturing | |
| Other values (5) |
Length
| Max length | 23 |
|---|---|
| Median length | 21 |
| Mean length | 11.084337 |
| Min length | 7 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 3.6% |
Sample
| 1st row | Banking |
|---|---|
| 2nd row | Government |
| 3rd row | Government |
| 4th row | Service Industry |
| 5th row | Banking |
Common Values
| Value | Count | Frequency (%) |
| Banking | 24 | |
| Government | 20 | |
| Service Industry | 14 | |
| Education | 13 | |
| Manufacturing | 3 | 3.6% |
| Medical & Health Care | 3 | 3.6% |
| Electronics & Computers | 3 | 3.6% |
| Communication | 1 | 1.2% |
| Financial | 1 | 1.2% |
| Wholesale & Retail | 1 | 1.2% |
| (Missing) | 1 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| banking | 24 | |
| government | 20 | |
| service | 14 | |
| industry | 14 | |
| education | 13 | |
| 7 | 6.1% | |
| manufacturing | 3 | 2.6% |
| medical | 3 | 2.6% |
| health | 3 | 2.6% |
| care | 3 | 2.6% |
| Other values (6) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 128 | |
| e | 86 | 9.3% |
| i | 65 | 7.1% |
| t | 61 | 6.6% |
| r | 60 | 6.5% |
| a | 57 | 6.2% |
| o | 42 | 4.6% |
| c | 41 | 4.5% |
| u | 37 | 4.0% |
| v | 34 | 3.7% |
| Other values (23) | 309 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 128 | |
| e | 86 | 9.3% |
| i | 65 | 7.1% |
| t | 61 | 6.6% |
| r | 60 | 6.5% |
| a | 57 | 6.2% |
| o | 42 | 4.6% |
| c | 41 | 4.5% |
| u | 37 | 4.0% |
| v | 34 | 3.7% |
| Other values (23) | 309 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 128 | |
| e | 86 | 9.3% |
| i | 65 | 7.1% |
| t | 61 | 6.6% |
| r | 60 | 6.5% |
| a | 57 | 6.2% |
| o | 42 | 4.6% |
| c | 41 | 4.5% |
| u | 37 | 4.0% |
| v | 34 | 3.7% |
| Other values (23) | 309 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 128 | |
| e | 86 | 9.3% |
| i | 65 | 7.1% |
| t | 61 | 6.6% |
| r | 60 | 6.5% |
| a | 57 | 6.2% |
| o | 42 | 4.6% |
| c | 41 | 4.5% |
| u | 37 | 4.0% |
| v | 34 | 3.7% |
| Other values (23) | 309 |
External (EEF) - Organisation Type
Categorical
High correlation 
| Distinct | 25 |
|---|---|
| Distinct (%) | 29.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | |
|---|---|
| Government; | |
| Education Institution;Electricity, Gas, Water;IEEE; | |
| Education Institution;Electricity, Gas, Water;University; | |
| Art , Events , Ticketing; | |
| Other values (20) |
Length
| Max length | 254 |
|---|---|
| Median length | 91 |
| Mean length | 54.940476 |
| Min length | 8 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 15.5% |
Sample
| 1st row | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; |
|---|---|
| 2nd row | Government; |
| 3rd row | Government; |
| 4th row | Community Services; |
| 5th row | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; |
Common Values
| Value | Count | Frequency (%) |
| Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | 23 | |
| Government; | 19 | |
| Education Institution;Electricity, Gas, Water;IEEE; | 6 | 7.1% |
| Education Institution;Electricity, Gas, Water;University; | 5 | 6.0% |
| Art , Events , Ticketing; | 3 | 3.6% |
| Transport & Storage; | 3 | 3.6% |
| Aerospace / Automotive; | 2 | 2.4% |
| Community Services; | 2 | 2.4% |
| Surveillance & Security; | 2 | 2.4% |
| High Tech; | 2 | 2.4% |
| Other values (15) | 17 |
Length
| Value | Count | Frequency (%) |
| 64 | ||
| and | 26 | 6.6% |
| health | 26 | 6.6% |
| retail | 24 | 6.1% |
| trade;transport | 24 | 6.1% |
| storage;communications;medical | 24 | 6.1% |
| government;education | 23 | 5.8% |
| care;banking | 23 | 5.8% |
| institution;wholesale | 23 | 5.8% |
| government | 19 | 4.8% |
| Other values (52) | 120 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 401 | 8.7% |
| n | 399 | 8.6% |
| e | 376 | 8.1% |
| a | 358 | 7.8% |
| i | 319 | 6.9% |
| 312 | 6.8% | |
| o | 282 | 6.1% |
| ; | 260 | 5.6% |
| r | 238 | 5.2% |
| s | 162 | 3.5% |
| Other values (35) | 1508 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4615 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 401 | 8.7% |
| n | 399 | 8.6% |
| e | 376 | 8.1% |
| a | 358 | 7.8% |
| i | 319 | 6.9% |
| 312 | 6.8% | |
| o | 282 | 6.1% |
| ; | 260 | 5.6% |
| r | 238 | 5.2% |
| s | 162 | 3.5% |
| Other values (35) | 1508 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4615 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 401 | 8.7% |
| n | 399 | 8.6% |
| e | 376 | 8.1% |
| a | 358 | 7.8% |
| i | 319 | 6.9% |
| 312 | 6.8% | |
| o | 282 | 6.1% |
| ; | 260 | 5.6% |
| r | 238 | 5.2% |
| s | 162 | 3.5% |
| Other values (35) | 1508 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4615 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 401 | 8.7% |
| n | 399 | 8.6% |
| e | 376 | 8.1% |
| a | 358 | 7.8% |
| i | 319 | 6.9% |
| 312 | 6.8% | |
| o | 282 | 6.1% |
| ; | 260 | 5.6% |
| r | 238 | 5.2% |
| s | 162 | 3.5% |
| Other values (35) | 1508 |
Project (PRF) - Application Group
Categorical
High correlation  Imbalance  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 5 |
| Missing (%) | 6.0% |
| Memory size | 804.0 B |
| Business Application | |
|---|---|
| Real-Time Application | 2 |
| Infrastructure Software | 2 |
| Mathematically-Intensive Application | 1 |
Length
| Max length | 36 |
|---|---|
| Median length | 20 |
| Mean length | 20.303797 |
| Min length | 20 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Business Application |
|---|---|
| 2nd row | Business Application |
| 3rd row | Business Application |
| 4th row | Business Application |
| 5th row | Business Application |
Common Values
| Value | Count | Frequency (%) |
| Business Application | 74 | |
| Real-Time Application | 2 | 2.4% |
| Infrastructure Software | 2 | 2.4% |
| Mathematically-Intensive Application | 1 | 1.2% |
| (Missing) | 5 | 6.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| application | 77 | |
| business | 74 | |
| real-time | 2 | 1.3% |
| infrastructure | 2 | 1.3% |
| software | 2 | 1.3% |
| mathematically-intensive | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 232 | |
| s | 225 | |
| n | 155 | |
| p | 154 | |
| a | 86 | 5.4% |
| t | 86 | 5.4% |
| e | 85 | 5.3% |
| l | 81 | 5.0% |
| c | 80 | 5.0% |
| o | 79 | 4.9% |
| Other values (17) | 341 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1604 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 232 | |
| s | 225 | |
| n | 155 | |
| p | 154 | |
| a | 86 | 5.4% |
| t | 86 | 5.4% |
| e | 85 | 5.3% |
| l | 81 | 5.0% |
| c | 80 | 5.0% |
| o | 79 | 4.9% |
| Other values (17) | 341 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1604 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 232 | |
| s | 225 | |
| n | 155 | |
| p | 154 | |
| a | 86 | 5.4% |
| t | 86 | 5.4% |
| e | 85 | 5.3% |
| l | 81 | 5.0% |
| c | 80 | 5.0% |
| o | 79 | 4.9% |
| Other values (17) | 341 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1604 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 232 | |
| s | 225 | |
| n | 155 | |
| p | 154 | |
| a | 86 | 5.4% |
| t | 86 | 5.4% |
| e | 85 | 5.3% |
| l | 81 | 5.0% |
| c | 80 | 5.0% |
| o | 79 | 4.9% |
| Other values (17) | 341 |
Project (PRF) - Application Type
Categorical
High correlation 
| Distinct | 32 |
|---|---|
| Distinct (%) | 38.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| Surveillance and security; | |
|---|---|
| Business Application; | |
| Content management system;Dynamic website; | |
| Course management system;Dynamic website; | |
| Document management;Financial transaction process/accounting;Online analysis and reporting;Stock control & order processing;Workflow support & management;Customer billing;Reservation system (eg. Airline, hotel); | 3 |
| Other values (27) |
Length
| Max length | 255 |
|---|---|
| Median length | 101 |
| Mean length | 39.595238 |
| Min length | 4 |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 25.0% |
Sample
| 1st row | Surveillance and security; |
|---|---|
| 2nd row | Business Application; |
| 3rd row | Business Application; |
| 4th row | Workflow support & management;Complex process control; |
| 5th row | Surveillance and security; |
Common Values
| Value | Count | Frequency (%) |
| Surveillance and security; | 23 | |
| Business Application; | 14 | |
| Content management system;Dynamic website; | 6 | 7.1% |
| Course management system;Dynamic website; | 5 | 6.0% |
| Document management;Financial transaction process/accounting;Online analysis and reporting;Stock control & order processing;Workflow support & management;Customer billing;Reservation system (eg. Airline, hotel); | 3 | 3.6% |
| Data or database management; | 2 | 2.4% |
| Workflow support & management;Complex process control; | 2 | 2.4% |
| Electronic Data Interchange; | 2 | 2.4% |
| IdM; | 2 | 2.4% |
| Catalogue/register of things or events; | 2 | 2.4% |
| Other values (22) | 23 |
Length
| Value | Count | Frequency (%) |
| and | 29 | 8.6% |
| security | 24 | 7.1% |
| surveillance | 23 | 6.8% |
| management | 22 | 6.5% |
| application | 15 | 4.5% |
| business | 14 | 4.2% |
| 12 | 3.6% | |
| system;dynamic | 11 | 3.3% |
| website | 11 | 3.3% |
| or | 10 | 3.0% |
| Other values (80) | 166 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 322 | 9.7% |
| n | 301 | 9.0% |
| 253 | 7.6% | |
| a | 243 | 7.3% |
| t | 227 | 6.8% |
| i | 225 | 6.8% |
| s | 198 | 6.0% |
| r | 166 | 5.0% |
| o | 166 | 5.0% |
| c | 144 | 4.3% |
| Other values (41) | 1081 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 322 | 9.7% |
| n | 301 | 9.0% |
| 253 | 7.6% | |
| a | 243 | 7.3% |
| t | 227 | 6.8% |
| i | 225 | 6.8% |
| s | 198 | 6.0% |
| r | 166 | 5.0% |
| o | 166 | 5.0% |
| c | 144 | 4.3% |
| Other values (41) | 1081 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 322 | 9.7% |
| n | 301 | 9.0% |
| 253 | 7.6% | |
| a | 243 | 7.3% |
| t | 227 | 6.8% |
| i | 225 | 6.8% |
| s | 198 | 6.0% |
| r | 166 | 5.0% |
| o | 166 | 5.0% |
| c | 144 | 4.3% |
| Other values (41) | 1081 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 322 | 9.7% |
| n | 301 | 9.0% |
| 253 | 7.6% | |
| a | 243 | 7.3% |
| t | 227 | 6.8% |
| i | 225 | 6.8% |
| s | 198 | 6.0% |
| r | 166 | 5.0% |
| o | 166 | 5.0% |
| c | 144 | 4.3% |
| Other values (41) | 1081 |
Project (PRF) - Development Type
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| Enhancement | |
|---|---|
| New Development | |
| Re-development | 4 |
Length
| Max length | 15 |
|---|---|
| Median length | 11 |
| Mean length | 12.666667 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Enhancement |
|---|---|
| 2nd row | Enhancement |
| 3rd row | Enhancement |
| 4th row | Enhancement |
| 5th row | Enhancement |
Common Values
| Value | Count | Frequency (%) |
| Enhancement | 48 | |
| New Development | 32 | |
| Re-development | 4 | 4.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| enhancement | 48 | |
| new | 32 | |
| development | 32 | |
| re-development | 4 | 3.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 240 | |
| n | 180 | |
| m | 84 | 7.9% |
| t | 84 | 7.9% |
| E | 48 | 4.5% |
| h | 48 | 4.5% |
| a | 48 | 4.5% |
| c | 48 | 4.5% |
| v | 36 | 3.4% |
| p | 36 | 3.4% |
| Other values (9) | 212 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1064 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 240 | |
| n | 180 | |
| m | 84 | 7.9% |
| t | 84 | 7.9% |
| E | 48 | 4.5% |
| h | 48 | 4.5% |
| a | 48 | 4.5% |
| c | 48 | 4.5% |
| v | 36 | 3.4% |
| p | 36 | 3.4% |
| Other values (9) | 212 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1064 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 240 | |
| n | 180 | |
| m | 84 | 7.9% |
| t | 84 | 7.9% |
| E | 48 | 4.5% |
| h | 48 | 4.5% |
| a | 48 | 4.5% |
| c | 48 | 4.5% |
| v | 36 | 3.4% |
| p | 36 | 3.4% |
| Other values (9) | 212 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1064 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 240 | |
| n | 180 | |
| m | 84 | 7.9% |
| t | 84 | 7.9% |
| E | 48 | 4.5% |
| h | 48 | 4.5% |
| a | 48 | 4.5% |
| c | 48 | 4.5% |
| v | 36 | 3.4% |
| p | 36 | 3.4% |
| Other values (9) | 212 |
Tech (TF) - Development Platform
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 15 |
| Missing (%) | 17.9% |
| Memory size | 804.0 B |
| PC | |
|---|---|
| Proprietary | |
| Multi | |
| MR | 1 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.6956522 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | PC |
|---|---|
| 2nd row | Multi |
| 3rd row | PC |
| 4th row | Multi |
| 5th row | PC |
Common Values
| Value | Count | Frequency (%) |
| PC | 49 | |
| Proprietary | 10 | 11.9% |
| Multi | 9 | 10.7% |
| MR | 1 | 1.2% |
| (Missing) | 15 | 17.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| pc | 49 | |
| proprietary | 10 | 14.5% |
| multi | 9 | 13.0% |
| mr | 1 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 59 | |
| C | 49 | |
| r | 30 | |
| i | 19 | 7.5% |
| t | 19 | 7.5% |
| o | 10 | 3.9% |
| p | 10 | 3.9% |
| e | 10 | 3.9% |
| a | 10 | 3.9% |
| y | 10 | 3.9% |
| Other values (4) | 29 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 255 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 59 | |
| C | 49 | |
| r | 30 | |
| i | 19 | 7.5% |
| t | 19 | 7.5% |
| o | 10 | 3.9% |
| p | 10 | 3.9% |
| e | 10 | 3.9% |
| a | 10 | 3.9% |
| y | 10 | 3.9% |
| Other values (4) | 29 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 255 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 59 | |
| C | 49 | |
| r | 30 | |
| i | 19 | 7.5% |
| t | 19 | 7.5% |
| o | 10 | 3.9% |
| p | 10 | 3.9% |
| e | 10 | 3.9% |
| a | 10 | 3.9% |
| y | 10 | 3.9% |
| Other values (4) | 29 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 255 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 59 | |
| C | 49 | |
| r | 30 | |
| i | 19 | 7.5% |
| t | 19 | 7.5% |
| o | 10 | 3.9% |
| p | 10 | 3.9% |
| e | 10 | 3.9% |
| a | 10 | 3.9% |
| y | 10 | 3.9% |
| Other values (4) | 29 |
Tech (TF) - Language Type
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| 3GL | |
|---|---|
| 4GL | |
| 5GL |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3GL |
|---|---|
| 2nd row | 4GL |
| 3rd row | 4GL |
| 4th row | 3GL |
| 5th row | 3GL |
Common Values
| Value | Count | Frequency (%) |
| 3GL | 56 | |
| 4GL | 18 | 21.4% |
| 5GL | 10 | 11.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3gl | 56 | |
| 4gl | 18 | 21.4% |
| 5gl | 10 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 84 | |
| L | 84 | |
| 3 | 56 | |
| 4 | 18 | 7.1% |
| 5 | 10 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 252 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 84 | |
| L | 84 | |
| 3 | 56 | |
| 4 | 18 | 7.1% |
| 5 | 10 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 252 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 84 | |
| L | 84 | |
| 3 | 56 | |
| 4 | 18 | 7.1% |
| 5 | 10 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 252 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 84 | |
| L | 84 | |
| 3 | 56 | |
| 4 | 18 | 7.1% |
| 5 | 10 | 4.0% |
Tech (TF) - Primary Programming Language
Categorical
High correlation 
| Distinct | 9 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 804.0 B |
| C# | |
|---|---|
| Java | |
| Proprietary Agile Platform | |
| Oracle | |
| .Net | |
| Other values (4) |
Length
| Max length | 26 |
|---|---|
| Median length | 10 |
| Mean length | 6.1190476 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 2.4% |
Sample
| 1st row | C# |
|---|---|
| 2nd row | .Net |
| 3rd row | Oracle |
| 4th row | JavaScript |
| 5th row | C# |
Common Values
| Value | Count | Frequency (%) |
| C# | 35 | |
| Java | 16 | |
| Proprietary Agile Platform | 10 | 11.9% |
| Oracle | 9 | 10.7% |
| .Net | 8 | 9.5% |
| JavaScript | 2 | 2.4% |
| C++ | 2 | 2.4% |
| ABAP | 1 | 1.2% |
| PL/I | 1 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 37 | |
| java | 16 | |
| proprietary | 10 | 9.6% |
| agile | 10 | 9.6% |
| platform | 10 | 9.6% |
| oracle | 9 | 8.7% |
| net | 8 | 7.7% |
| javascript | 2 | 1.9% |
| abap | 1 | 1.0% |
| pl/i | 1 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 65 | 12.6% |
| r | 51 | 9.9% |
| C | 37 | 7.2% |
| e | 37 | 7.2% |
| # | 35 | 6.8% |
| t | 30 | 5.8% |
| l | 29 | 5.6% |
| P | 22 | 4.3% |
| i | 22 | 4.3% |
| 20 | 3.9% | |
| Other values (19) | 166 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 514 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 65 | 12.6% |
| r | 51 | 9.9% |
| C | 37 | 7.2% |
| e | 37 | 7.2% |
| # | 35 | 6.8% |
| t | 30 | 5.8% |
| l | 29 | 5.6% |
| P | 22 | 4.3% |
| i | 22 | 4.3% |
| 20 | 3.9% | |
| Other values (19) | 166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 514 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 65 | 12.6% |
| r | 51 | 9.9% |
| C | 37 | 7.2% |
| e | 37 | 7.2% |
| # | 35 | 6.8% |
| t | 30 | 5.8% |
| l | 29 | 5.6% |
| P | 22 | 4.3% |
| i | 22 | 4.3% |
| 20 | 3.9% | |
| Other values (19) | 166 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 514 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 65 | 12.6% |
| r | 51 | 9.9% |
| C | 37 | 7.2% |
| e | 37 | 7.2% |
| # | 35 | 6.8% |
| t | 30 | 5.8% |
| l | 29 | 5.6% |
| P | 22 | 4.3% |
| i | 22 | 4.3% |
| 20 | 3.9% | |
| Other values (19) | 166 |
Project (PRF) - Functional Size
Real number (ℝ)
High correlation  Missing 
| Distinct | 75 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 1 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 240.3494 |
| Minimum | 2 |
|---|---|
| Maximum | 5393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 8.1 |
| Q1 | 24.5 |
| median | 85 |
| Q3 | 172.5 |
| 95-th percentile | 742.7 |
| Maximum | 5393 |
| Range | 5391 |
| Interquartile range (IQR) | 148 |
Descriptive statistics
| Standard deviation | 643.22396 |
|---|---|
| Coefficient of variation (CV) | 2.6762037 |
| Kurtosis | 51.735933 |
| Mean | 240.3494 |
| Median Absolute Deviation (MAD) | 67 |
| Skewness | 6.7233306 |
| Sum | 19949 |
| Variance | 413737.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 243 | 2 | 2.4% |
| 138 | 2 | 2.4% |
| 72 | 2 | 2.4% |
| 45 | 2 | 2.4% |
| 13 | 2 | 2.4% |
| 18 | 2 | 2.4% |
| 51 | 2 | 2.4% |
| 15 | 2 | 2.4% |
| 155 | 1 | 1.2% |
| 113 | 1 | 1.2% |
| Other values (65) | 65 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 2 |
| Value | Count | Frequency (%) |
| 5393 | 1 | |
| 2003 | 1 | |
| 1107 | 1 | |
| 912 | 1 | |
| 748 | 1 | |
| 695 | 1 | |
| 679 | 1 | |
| 498 | 1 | |
| 492 | 1 | |
| 483 | 1 |
Project (PRF) - Relative Size
Categorical
High correlation  Missing 
| Distinct | 7 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 1 |
| Missing (%) | 1.2% |
| Memory size | 804.0 B |
| M1 | |
|---|---|
| S | |
| XS | |
| M2 | |
| XXS | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.7710843 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | XS |
|---|---|
| 2nd row | XXS |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| M1 | 24 | |
| S | 23 | |
| XS | 17 | |
| M2 | 10 | |
| XXS | 6 | 7.1% |
| L | 2 | 2.4% |
| XL | 1 | 1.2% |
| (Missing) | 1 | 1.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m1 | 24 | |
| s | 23 | |
| xs | 17 | |
| m2 | 10 | |
| xxs | 6 | 7.2% |
| l | 2 | 2.4% |
| xl | 1 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 46 | |
| M | 34 | |
| X | 30 | |
| 1 | 24 | |
| 2 | 10 | 6.8% |
| L | 3 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 147 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 46 | |
| M | 34 | |
| X | 30 | |
| 1 | 24 | |
| 2 | 10 | 6.8% |
| L | 3 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 147 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 46 | |
| M | 34 | |
| X | 30 | |
| 1 | 24 | |
| 2 | 10 | 6.8% |
| L | 3 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 147 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 46 | |
| M | 34 | |
| X | 30 | |
| 1 | 24 | |
| 2 | 10 | 6.8% |
| L | 3 | 2.0% |
Project (PRF) - Normalised Work Effort Level 1
Real number (ℝ)
High correlation 
| Distinct | 75 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2935.7738 |
| Minimum | 6 |
|---|---|
| Maximum | 52743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 20.45 |
| Q1 | 77.75 |
| median | 470.5 |
| Q3 | 1020 |
| 95-th percentile | 17835.85 |
| Maximum | 52743 |
| Range | 52737 |
| Interquartile range (IQR) | 942.25 |
Descriptive statistics
| Standard deviation | 8964.9271 |
|---|---|
| Coefficient of variation (CV) | 3.0536846 |
| Kurtosis | 20.02953 |
| Mean | 2935.7738 |
| Median Absolute Deviation (MAD) | 419 |
| Skewness | 4.4292196 |
| Sum | 246605 |
| Variance | 80369919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47 | 4 | 4.8% |
| 20 | 3 | 3.6% |
| 1020 | 2 | 2.4% |
| 225 | 2 | 2.4% |
| 125 | 2 | 2.4% |
| 51 | 2 | 2.4% |
| 52743 | 1 | 1.2% |
| 98 | 1 | 1.2% |
| 606 | 1 | 1.2% |
| 326 | 1 | 1.2% |
| Other values (65) | 65 |
| Value | Count | Frequency (%) |
| 6 | 1 | 1.2% |
| 9 | 1 | 1.2% |
| 20 | 3 | |
| 23 | 1 | 1.2% |
| 27 | 1 | 1.2% |
| 29 | 1 | 1.2% |
| 34 | 1 | 1.2% |
| 38 | 1 | 1.2% |
| 43 | 1 | 1.2% |
| 47 | 4 |
| Value | Count | Frequency (%) |
| 52743 | 1 | |
| 47493 | 1 | |
| 36593 | 1 | |
| 19795 | 1 | |
| 19606 | 1 | |
| 7805 | 1 | |
| 7037 | 1 | |
| 5408 | 1 | |
| 4393 | 1 | |
| 4110 | 1 |
Project (PRF) - Normalised Work Effort
Real number (ℝ)
High correlation 
| Distinct | 77 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3219.6786 |
| Minimum | 6 |
|---|---|
| Maximum | 60047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 28.15 |
| Q1 | 85.75 |
| median | 474.5 |
| Q3 | 1060.75 |
| 95-th percentile | 17835.85 |
| Maximum | 60047 |
| Range | 60041 |
| Interquartile range (IQR) | 975 |
Descriptive statistics
| Standard deviation | 10291.495 |
|---|---|
| Coefficient of variation (CV) | 3.1964356 |
| Kurtosis | 20.485858 |
| Mean | 3219.6786 |
| Median Absolute Deviation (MAD) | 411 |
| Skewness | 4.5205055 |
| Sum | 270453 |
| Variance | 1.0591487 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47 | 4 | 4.8% |
| 225 | 2 | 2.4% |
| 51 | 2 | 2.4% |
| 1105 | 2 | 2.4% |
| 125 | 2 | 2.4% |
| 606 | 1 | 1.2% |
| 326 | 1 | 1.2% |
| 600 | 1 | 1.2% |
| 667 | 1 | 1.2% |
| 52743 | 1 | 1.2% |
| Other values (67) | 67 |
| Value | Count | Frequency (%) |
| 6 | 1 | 1.2% |
| 9 | 1 | 1.2% |
| 23 | 1 | 1.2% |
| 27 | 1 | 1.2% |
| 28 | 1 | 1.2% |
| 29 | 1 | 1.2% |
| 34 | 1 | 1.2% |
| 38 | 1 | 1.2% |
| 43 | 1 | 1.2% |
| 47 | 4 |
| Value | Count | Frequency (%) |
| 60047 | 1 | |
| 52743 | 1 | |
| 47493 | 1 | |
| 19795 | 1 | |
| 19606 | 1 | |
| 7805 | 1 | |
| 7037 | 1 | |
| 5408 | 1 | |
| 4393 | 1 | |
| 4110 | 1 |
Project (PRF) - Normalised Level 1 PDR (ufp)
Real number (ℝ)
High correlation  Missing 
| Distinct | 65 |
|---|---|
| Distinct (%) | 78.3% |
| Missing | 1 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.912048 |
| Minimum | 0.1 |
|---|---|
| Maximum | 171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.51 |
| Q1 | 2.35 |
| median | 3.6 |
| Q3 | 12.1 |
| 95-th percentile | 47.37 |
| Maximum | 171 |
| Range | 170.9 |
| Interquartile range (IQR) | 9.75 |
Descriptive statistics
| Standard deviation | 24.156448 |
|---|---|
| Coefficient of variation (CV) | 1.8708456 |
| Kurtosis | 23.753515 |
| Mean | 12.912048 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 4.3136469 |
| Sum | 1071.7 |
| Variance | 583.534 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.8 | 3 | 3.6% |
| 3.5 | 3 | 3.6% |
| 2 | 2 | 2.4% |
| 3 | 2 | 2.4% |
| 3.1 | 2 | 2.4% |
| 2.1 | 2 | 2.4% |
| 3.6 | 2 | 2.4% |
| 4.4 | 2 | 2.4% |
| 3.9 | 2 | 2.4% |
| 2.6 | 2 | 2.4% |
| Other values (55) | 61 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.2 | 1 | |
| 0.4 | 2 | |
| 0.5 | 1 | |
| 0.6 | 1 | |
| 0.7 | 2 | |
| 0.8 | 1 | |
| 1 | 1 | |
| 1.1 | 1 | |
| 1.2 | 1 |
| Value | Count | Frequency (%) |
| 171 | 1 | |
| 102 | 1 | |
| 53.8 | 1 | |
| 48.2 | 1 | |
| 47.6 | 1 | |
| 45.3 | 1 | |
| 43.5 | 1 | |
| 39.7 | 1 | |
| 38.3 | 1 | |
| 30.3 | 1 |
Project (PRF) - Normalised PDR (ufp)
Real number (ℝ)
High correlation  Missing 
| Distinct | 64 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 1 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.944578 |
| Minimum | 0.1 |
|---|---|
| Maximum | 171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 2.45 |
| median | 3.6 |
| Q3 | 12.1 |
| 95-th percentile | 47.37 |
| Maximum | 171 |
| Range | 170.9 |
| Interquartile range (IQR) | 9.65 |
Descriptive statistics
| Standard deviation | 24.140298 |
|---|---|
| Coefficient of variation (CV) | 1.8648964 |
| Kurtosis | 23.800333 |
| Mean | 12.944578 |
| Median Absolute Deviation (MAD) | 1.9 |
| Skewness | 4.319178 |
| Sum | 1074.4 |
| Variance | 582.75396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.8 | 3 | 3.6% |
| 2.6 | 3 | 3.6% |
| 3.5 | 3 | 3.6% |
| 2 | 2 | 2.4% |
| 3 | 2 | 2.4% |
| 3.1 | 2 | 2.4% |
| 3.6 | 2 | 2.4% |
| 4.4 | 2 | 2.4% |
| 2.7 | 2 | 2.4% |
| 1.9 | 2 | 2.4% |
| Other values (54) | 60 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.5 | 1 | |
| 0.6 | 2 | |
| 0.7 | 2 | |
| 0.8 | 1 | |
| 0.9 | 1 | |
| 1 | 1 | |
| 1.1 | 1 | |
| 1.2 | 1 | |
| 1.4 | 1 |
| Value | Count | Frequency (%) |
| 171 | 1 | |
| 102 | 1 | |
| 53.8 | 1 | |
| 48.2 | 1 | |
| 47.6 | 1 | |
| 45.3 | 1 | |
| 43.5 | 1 | |
| 39.7 | 1 | |
| 38.3 | 1 | |
| 30.3 | 1 |
Project (PRF) - Defect Density
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 14 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 53 |
| Missing (%) | 63.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.229032 |
| Minimum | 0 |
|---|---|
| Maximum | 173.9 |
| Zeros | 18 |
| Zeros (%) | 21.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 32.7 |
| 95-th percentile | 57.6 |
| Maximum | 173.9 |
| Range | 173.9 |
| Interquartile range (IQR) | 32.7 |
Descriptive statistics
| Standard deviation | 35.625732 |
|---|---|
| Coefficient of variation (CV) | 1.8527054 |
| Kurtosis | 11.410046 |
| Mean | 19.229032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9948561 |
| Sum | 596.1 |
| Variance | 1269.1928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18 | 21.4% |
| 56.2 | 1 | 1.2% |
| 47.6 | 1 | 1.2% |
| 43.5 | 1 | 1.2% |
| 59 | 1 | 1.2% |
| 173.9 | 1 | 1.2% |
| 21.3 | 1 | 1.2% |
| 51.5 | 1 | 1.2% |
| 42.8 | 1 | 1.2% |
| 9.2 | 1 | 1.2% |
| Other values (4) | 4 | 4.8% |
| (Missing) | 53 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1.9 | 1 | 1.2% |
| 9.2 | 1 | 1.2% |
| 14 | 1 | 1.2% |
| 21.3 | 1 | 1.2% |
| 22.6 | 1 | 1.2% |
| 42.8 | 1 | 1.2% |
| 43.5 | 1 | 1.2% |
| 47.6 | 1 | 1.2% |
| 51.5 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 173.9 | 1 | |
| 59 | 1 | |
| 56.2 | 1 | |
| 52.6 | 1 | |
| 51.5 | 1 | |
| 47.6 | 1 | |
| 43.5 | 1 | |
| 42.8 | 1 | |
| 22.6 | 1 | |
| 21.3 | 1 |
Project (PRF) - Speed of Delivery
Real number (ℝ)
High correlation  Missing 
| Distinct | 75 |
|---|---|
| Distinct (%) | 92.6% |
| Missing | 3 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.383951 |
| Minimum | 0.2 |
|---|---|
| Maximum | 2157.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 3.1 |
| median | 29.1 |
| Q3 | 72.9 |
| 95-th percentile | 221.4 |
| Maximum | 2157.2 |
| Range | 2157 |
| Interquartile range (IQR) | 69.8 |
Descriptive statistics
| Standard deviation | 244.40772 |
|---|---|
| Coefficient of variation (CV) | 2.9311122 |
| Kurtosis | 66.758092 |
| Mean | 83.383951 |
| Median Absolute Deviation (MAD) | 27.5 |
| Skewness | 7.8461854 |
| Sum | 6754.1 |
| Variance | 59735.132 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3 | 2 | 2.4% |
| 0.8 | 2 | 2.4% |
| 1.5 | 2 | 2.4% |
| 1.1 | 2 | 2.4% |
| 72.9 | 2 | 2.4% |
| 121.5 | 2 | 2.4% |
| 49.9 | 1 | 1.2% |
| 51.7 | 1 | 1.2% |
| 14.1 | 1 | 1.2% |
| 74.3 | 1 | 1.2% |
| Other values (65) | 65 | |
| (Missing) | 3 | 3.6% |
| Value | Count | Frequency (%) |
| 0.2 | 1 | |
| 0.3 | 1 | |
| 0.4 | 1 | |
| 0.8 | 2 | |
| 0.9 | 1 | |
| 1 | 1 | |
| 1.1 | 2 | |
| 1.2 | 1 | |
| 1.3 | 2 | |
| 1.5 | 2 |
| Value | Count | Frequency (%) |
| 2157.2 | 1 | |
| 345 | 1 | |
| 249.3 | 1 | |
| 237.5 | 1 | |
| 221.4 | 1 | |
| 220 | 1 | |
| 212.5 | 1 | |
| 200.3 | 1 | |
| 180 | 1 | |
| 169.8 | 1 |
Project (PRF) - Manpower Delivery Rate
Real number (ℝ)
High correlation  Missing 
| Distinct | 46 |
|---|---|
| Distinct (%) | 82.1% |
| Missing | 28 |
| Missing (%) | 33.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.051786 |
| Minimum | 0.2 |
|---|---|
| Maximum | 2157.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1.375 |
| median | 2.95 |
| Q3 | 9.575 |
| 95-th percentile | 35.725 |
| Maximum | 2157.2 |
| Range | 2157 |
| Interquartile range (IQR) | 8.2 |
Descriptive statistics
| Standard deviation | 287.59762 |
|---|---|
| Coefficient of variation (CV) | 6.2450915 |
| Kurtosis | 55.709157 |
| Mean | 46.051786 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.4551952 |
| Sum | 2578.9 |
| Variance | 82712.388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.5 | 3 | 3.6% |
| 0.8 | 3 | 3.6% |
| 1.3 | 3 | 3.6% |
| 1.5 | 3 | 3.6% |
| 2 | 2 | 2.4% |
| 1.1 | 2 | 2.4% |
| 82 | 1 | 1.2% |
| 14.9 | 1 | 1.2% |
| 4.5 | 1 | 1.2% |
| 10.3 | 1 | 1.2% |
| Other values (36) | 36 | |
| (Missing) | 28 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | 1.2% |
| 0.3 | 1 | 1.2% |
| 0.4 | 1 | 1.2% |
| 0.8 | 3 | |
| 0.9 | 1 | 1.2% |
| 1 | 1 | 1.2% |
| 1.1 | 2 | |
| 1.2 | 1 | 1.2% |
| 1.3 | 3 | |
| 1.4 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 2157.2 | 1 | |
| 82 | 1 | |
| 70.3 | 1 | |
| 24.2 | 1 | |
| 16.2 | 1 | |
| 14.9 | 1 | |
| 13.9 | 1 | |
| 13.1 | 1 | |
| 11.8 | 1 | |
| 11.5 | 1 |
Project (PRF) - Project Elapsed Time
Real number (ℝ)
High correlation  Missing 
| Distinct | 21 |
|---|---|
| Distinct (%) | 25.6% |
| Missing | 2 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4207317 |
| Minimum | 0.4 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 2.625 |
| median | 4 |
| Q3 | 12 |
| 95-th percentile | 12 |
| Maximum | 19 |
| Range | 18.6 |
| Interquartile range (IQR) | 9.375 |
Descriptive statistics
| Standard deviation | 5.0305668 |
|---|---|
| Coefficient of variation (CV) | 0.78348808 |
| Kurtosis | -1.0914616 |
| Mean | 6.4207317 |
| Median Absolute Deviation (MAD) | 3.45 |
| Skewness | 0.47166326 |
| Sum | 526.5 |
| Variance | 25.306602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 23 | |
| 3 | 19 | |
| 0.4 | 7 | 8.3% |
| 5 | 4 | 4.8% |
| 2 | 4 | 4.8% |
| 0.7 | 4 | 4.8% |
| 8 | 3 | 3.6% |
| 9 | 2 | 2.4% |
| 4 | 2 | 2.4% |
| 10 | 2 | 2.4% |
| Other values (11) | 12 |
| Value | Count | Frequency (%) |
| 0.4 | 7 | 8.3% |
| 0.7 | 4 | 4.8% |
| 1 | 1 | 1.2% |
| 1.1 | 1 | 1.2% |
| 1.4 | 1 | 1.2% |
| 1.5 | 1 | 1.2% |
| 1.6 | 1 | 1.2% |
| 2 | 4 | 4.8% |
| 2.5 | 1 | 1.2% |
| 3 | 19 |
| Value | Count | Frequency (%) |
| 19 | 1 | 1.2% |
| 18 | 1 | 1.2% |
| 15 | 1 | 1.2% |
| 14.8 | 1 | 1.2% |
| 12 | 23 | |
| 10 | 2 | 2.4% |
| 9 | 2 | 2.4% |
| 8 | 3 | 3.6% |
| 7 | 2 | 2.4% |
| 5 | 4 | 4.8% |
Project (PRF) - Team Size Group
Categorical
High correlation  Missing 
| Distinct | 8 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 25 |
| Missing (%) | 29.8% |
| Memory size | 804.0 B |
| 1 | |
|---|---|
| 5-8 | |
| 2 | |
| 3-4 | |
| 9-14 | |
| Other values (3) |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 2.1864407 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 9-14 |
| 3rd row | 1 |
| 4th row | 5-8 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5-8 | 12 | |
| 2 | 9 | 10.7% |
| 3-4 | 7 | 8.3% |
| 9-14 | 4 | 4.8% |
| 21-30 | 2 | 2.4% |
| 41-50 | 2 | 2.4% |
| 61-70 | 1 | 1.2% |
| (Missing) | 25 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5-8 | 12 | |
| 2 | 9 | |
| 3-4 | 7 | 11.9% |
| 9-14 | 4 | 6.8% |
| 21-30 | 2 | 3.4% |
| 41-50 | 2 | 3.4% |
| 61-70 | 1 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 31 | |
| - | 28 | |
| 5 | 14 | |
| 4 | 13 | |
| 8 | 12 | 9.3% |
| 2 | 11 | 8.5% |
| 3 | 9 | 7.0% |
| 0 | 5 | 3.9% |
| 9 | 4 | 3.1% |
| 6 | 1 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 129 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | |
| - | 28 | |
| 5 | 14 | |
| 4 | 13 | |
| 8 | 12 | 9.3% |
| 2 | 11 | 8.5% |
| 3 | 9 | 7.0% |
| 0 | 5 | 3.9% |
| 9 | 4 | 3.1% |
| 6 | 1 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 129 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | |
| - | 28 | |
| 5 | 14 | |
| 4 | 13 | |
| 8 | 12 | 9.3% |
| 2 | 11 | 8.5% |
| 3 | 9 | 7.0% |
| 0 | 5 | 3.9% |
| 9 | 4 | 3.1% |
| 6 | 1 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 129 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | |
| - | 28 | |
| 5 | 14 | |
| 4 | 13 | |
| 8 | 12 | 9.3% |
| 2 | 11 | 8.5% |
| 3 | 9 | 7.0% |
| 0 | 5 | 3.9% |
| 9 | 4 | 3.1% |
| 6 | 1 | 0.8% |
Project (PRF) - Max Team Size
Real number (ℝ)
High correlation  Missing 
| Distinct | 14 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 25 |
| Missing (%) | 29.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3559322 |
| Minimum | 1 |
|---|---|
| Maximum | 68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 27.5 |
| Maximum | 68 |
| Range | 67 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 11.84201 |
|---|---|
| Coefficient of variation (CV) | 1.8631429 |
| Kurtosis | 14.906062 |
| Mean | 6.3559322 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.7127229 |
| Sum | 375 |
| Variance | 140.2332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 5 | 10 | 11.9% |
| 2 | 9 | 10.7% |
| 4 | 5 | 6.0% |
| 8 | 2 | 2.4% |
| 3 | 2 | 2.4% |
| 10 | 2 | 2.4% |
| 9 | 1 | 1.2% |
| 22 | 1 | 1.2% |
| 26 | 1 | 1.2% |
| Other values (4) | 4 | 4.8% |
| (Missing) | 25 |
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 2 | 9 | |
| 3 | 2 | 2.4% |
| 4 | 5 | 6.0% |
| 5 | 10 | |
| 8 | 2 | 2.4% |
| 9 | 1 | 1.2% |
| 10 | 2 | 2.4% |
| 11 | 1 | 1.2% |
| 22 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 68 | 1 | 1.2% |
| 46 | 1 | 1.2% |
| 41 | 1 | 1.2% |
| 26 | 1 | 1.2% |
| 22 | 1 | 1.2% |
| 11 | 1 | 1.2% |
| 10 | 2 | 2.4% |
| 9 | 1 | 1.2% |
| 8 | 2 | 2.4% |
| 5 | 10 |
- CASE Tool Used
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 68 |
| Missing (%) | 81.0% |
| Memory size | 300.0 B |
| False | |
|---|---|
| True | |
| (Missing) |
| Value | Count | Frequency (%) |
| False | 8 | 9.5% |
| True | 8 | 9.5% |
| (Missing) | 68 |
Process (PMF) - Development Methodologies
Categorical
High correlation  Imbalance  Missing 
| Distinct | 9 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 4 |
| Missing (%) | 4.8% |
| Memory size | 804.0 B |
| Agile Development; | |
|---|---|
| Agile Development;Personal Software Process (PSP);Unified Process; | 6 |
| Personal Software Process (PSP);Unified Process; | 5 |
| Agile Development;Unified Process; | 1 |
| Agile Development;Scrum; | 1 |
| Other values (4) | 4 |
Length
| Max length | 131 |
|---|---|
| Median length | 18 |
| Mean length | 26.3625 |
| Min length | 18 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 7.5% |
Sample
| 1st row | Agile Development; |
|---|---|
| 2nd row | Agile Development; |
| 3rd row | Agile Development; |
| 4th row | Agile Development; |
| 5th row | Agile Development; |
Common Values
| Value | Count | Frequency (%) |
| Agile Development; | 63 | |
| Agile Development;Personal Software Process (PSP);Unified Process; | 6 | 7.1% |
| Personal Software Process (PSP);Unified Process; | 5 | 6.0% |
| Agile Development;Unified Process; | 1 | 1.2% |
| Agile Development;Scrum; | 1 | 1.2% |
| Agile Development;Iterative; | 1 | 1.2% |
| Agile Development;Multifunctional Teams;Scrum; | 1 | 1.2% |
| Agile Development;Joint Application Development (JAD);Multifunctional Teams; | 1 | 1.2% |
| Agile Development;Extreme Programming (XP);Iterative;Rapid Application Development (RAD);Scrum;Timeboxing;Unified Process;IMES OOM; | 1 | 1.2% |
| (Missing) | 4 | 4.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| agile | 75 | |
| development | 65 | |
| process | 23 | 10.8% |
| software | 11 | 5.2% |
| psp);unified | 11 | 5.2% |
| development;personal | 6 | 2.8% |
| personal | 5 | 2.4% |
| application | 2 | 0.9% |
| teams | 1 | 0.5% |
| process;imes | 1 | 0.5% |
| Other values (12) | 12 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 374 | |
| l | 169 | 8.0% |
| 132 | 6.3% | |
| o | 130 | 6.2% |
| i | 116 | 5.5% |
| ; | 111 | 5.3% |
| n | 110 | 5.2% |
| t | 100 | 4.7% |
| m | 86 | 4.1% |
| p | 82 | 3.9% |
| Other values (27) | 699 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2109 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 374 | |
| l | 169 | 8.0% |
| 132 | 6.3% | |
| o | 130 | 6.2% |
| i | 116 | 5.5% |
| ; | 111 | 5.3% |
| n | 110 | 5.2% |
| t | 100 | 4.7% |
| m | 86 | 4.1% |
| p | 82 | 3.9% |
| Other values (27) | 699 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2109 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 374 | |
| l | 169 | 8.0% |
| 132 | 6.3% | |
| o | 130 | 6.2% |
| i | 116 | 5.5% |
| ; | 111 | 5.3% |
| n | 110 | 5.2% |
| t | 100 | 4.7% |
| m | 86 | 4.1% |
| p | 82 | 3.9% |
| Other values (27) | 699 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2109 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 374 | |
| l | 169 | 8.0% |
| 132 | 6.3% | |
| o | 130 | 6.2% |
| i | 116 | 5.5% |
| ; | 111 | 5.3% |
| n | 110 | 5.2% |
| t | 100 | 4.7% |
| m | 86 | 4.1% |
| p | 82 | 3.9% |
| Other values (27) | 699 |
Process (PMF) - Prototyping Used
Boolean
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 79 |
| Missing (%) | 94.0% |
| Memory size | 300.0 B |
| True | 5 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 5 | 6.0% |
| (Missing) | 79 |
Process (PMF) - Docs
Real number (ℝ)
High correlation 
| Distinct | 13 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.5119048 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 17 |
| 95-th percentile | 18 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.0668843 |
|---|---|
| Coefficient of variation (CV) | 0.63782013 |
| Kurtosis | -1.5381013 |
| Mean | 9.5119048 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.48262636 |
| Sum | 799 |
| Variance | 36.807085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 24 | |
| 18 | 15 | |
| 3 | 14 | |
| 5 | 10 | |
| 17 | 6 | 7.1% |
| 16 | 4 | 4.8% |
| 7 | 3 | 3.6% |
| 15 | 2 | 2.4% |
| 11 | 2 | 2.4% |
| 14 | 1 | 1.2% |
| Other values (3) | 3 | 3.6% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.2% |
| 3 | 14 | |
| 5 | 10 | |
| 6 | 24 | |
| 7 | 3 | 3.6% |
| 11 | 2 | 2.4% |
| 14 | 1 | 1.2% |
| 15 | 2 | 2.4% |
| 16 | 4 | 4.8% |
| 17 | 6 | 7.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | 1.2% |
| 19 | 1 | 1.2% |
| 18 | 15 | |
| 17 | 6 | 7.1% |
| 16 | 4 | 4.8% |
| 15 | 2 | 2.4% |
| 14 | 1 | 1.2% |
| 11 | 2 | 2.4% |
| 7 | 3 | 3.6% |
| 6 | 24 |
Tech (TF) - Architecture
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 15 |
| Missing (%) | 17.9% |
| Memory size | 804.0 B |
| Stand alone | |
|---|---|
| Multi-tier with web public interface | |
| Client server | |
| Multi-tier | 1 |
Length
| Max length | 36 |
|---|---|
| Median length | 13 |
| Mean length | 21.086957 |
| Min length | 10 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.4% |
Sample
| 1st row | Stand alone |
|---|---|
| 2nd row | Client server |
| 3rd row | Stand alone |
| 4th row | Multi-tier |
| 5th row | Stand alone |
Common Values
| Value | Count | Frequency (%) |
| Stand alone | 30 | |
| Multi-tier with web public interface | 27 | |
| Client server | 11 | 13.1% |
| Multi-tier | 1 | 1.2% |
| (Missing) | 15 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| stand | 30 | |
| alone | 30 | |
| multi-tier | 28 | |
| with | 27 | |
| web | 27 | |
| public | 27 | |
| interface | 27 | |
| client | 11 | 5.0% |
| server | 11 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 172 | |
| t | 151 | |
| 149 | ||
| i | 148 | |
| n | 98 | 6.7% |
| l | 96 | 6.6% |
| a | 87 | 6.0% |
| r | 77 | 5.3% |
| u | 55 | 3.8% |
| c | 54 | 3.7% |
| Other values (13) | 368 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1455 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 172 | |
| t | 151 | |
| 149 | ||
| i | 148 | |
| n | 98 | 6.7% |
| l | 96 | 6.6% |
| a | 87 | 6.0% |
| r | 77 | 5.3% |
| u | 55 | 3.8% |
| c | 54 | 3.7% |
| Other values (13) | 368 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1455 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 172 | |
| t | 151 | |
| 149 | ||
| i | 148 | |
| n | 98 | 6.7% |
| l | 96 | 6.6% |
| a | 87 | 6.0% |
| r | 77 | 5.3% |
| u | 55 | 3.8% |
| c | 54 | 3.7% |
| Other values (13) | 368 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1455 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 172 | |
| t | 151 | |
| 149 | ||
| i | 148 | |
| n | 98 | 6.7% |
| l | 96 | 6.6% |
| a | 87 | 6.0% |
| r | 77 | 5.3% |
| u | 55 | 3.8% |
| c | 54 | 3.7% |
| Other values (13) | 368 |
Tech (TF) - Client Server?
Boolean
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 52 |
| Missing (%) | 61.9% |
| Memory size | 300.0 B |
| True | |
|---|---|
| False | 4 |
| (Missing) |
| Value | Count | Frequency (%) |
| True | 28 | |
| False | 4 | 4.8% |
| (Missing) | 52 |
Tech (TF) - Client Roles
Categorical
High correlation  Missing 
| Distinct | 10 |
|---|---|
| Distinct (%) | 38.5% |
| Missing | 58 |
| Missing (%) | 69.0% |
| Memory size | 804.0 B |
| Web/HTML browser; | |
|---|---|
| Web public interface; | |
| Data entry & validation;Data retrieval & presentation;Web/HTML browser; | |
| Run a computer-human interface;Business logic or rule processing;Data entry & validation;Data retrieval & presentation; | |
| Run a computer-human interface;Data entry & validation;Data retrieval & presentation;Web/HTML browser;Security; | 1 |
| Other values (5) |
Length
| Max length | 119 |
|---|---|
| Median length | 115 |
| Mean length | 46.269231 |
| Min length | 17 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 23.1% |
Sample
| 1st row | Data entry & validation;Data retrieval & presentation;Web/HTML browser; |
|---|---|
| 2nd row | Web public interface; |
| 3rd row | Run a computer-human interface;Data entry & validation;Data retrieval & presentation;Web/HTML browser;Security; |
| 4th row | Run a computer-human interface;Data entry & validation;Web public interface; |
| 5th row | Web/HTML browser; |
Common Values
| Value | Count | Frequency (%) |
| Web/HTML browser; | 13 | 15.5% |
| Web public interface; | 3 | 3.6% |
| Data entry & validation;Data retrieval & presentation;Web/HTML browser; | 2 | 2.4% |
| Run a computer-human interface;Business logic or rule processing;Data entry & validation;Data retrieval & presentation; | 2 | 2.4% |
| Run a computer-human interface;Data entry & validation;Data retrieval & presentation;Web/HTML browser;Security; | 1 | 1.2% |
| Run a computer-human interface;Data entry & validation;Web public interface; | 1 | 1.2% |
| Business logic or rule processing;Data entry & validation;Data retrieval & presentation; | 1 | 1.2% |
| Run a computer-human interface;Business logic or rule processing;Database server; | 1 | 1.2% |
| Data entry & validation;Data retrieval & presentation;Device/equipment interface; | 1 | 1.2% |
| Run a computer-human interface;Data entry & validation;Data retrieval & presentation;Web/HTML browser; | 1 | 1.2% |
| (Missing) | 58 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 17 | 12.3% | |
| browser | 16 | 11.6% |
| web/html | 13 | 9.4% |
| entry | 9 | 6.5% |
| validation;data | 8 | 5.8% |
| retrieval | 8 | 5.8% |
| a | 6 | 4.3% |
| run | 6 | 4.3% |
| computer-human | 6 | 4.3% |
| interface | 5 | 3.6% |
| Other values (17) | 44 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 127 | 10.6% |
| 112 | 9.3% | |
| r | 99 | 8.2% |
| a | 94 | 7.8% |
| t | 79 | 6.6% |
| n | 66 | 5.5% |
| i | 64 | 5.3% |
| o | 52 | 4.3% |
| ; | 51 | 4.2% |
| s | 47 | 3.9% |
| Other values (26) | 412 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1203 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 127 | 10.6% |
| 112 | 9.3% | |
| r | 99 | 8.2% |
| a | 94 | 7.8% |
| t | 79 | 6.6% |
| n | 66 | 5.5% |
| i | 64 | 5.3% |
| o | 52 | 4.3% |
| ; | 51 | 4.2% |
| s | 47 | 3.9% |
| Other values (26) | 412 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1203 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 127 | 10.6% |
| 112 | 9.3% | |
| r | 99 | 8.2% |
| a | 94 | 7.8% |
| t | 79 | 6.6% |
| n | 66 | 5.5% |
| i | 64 | 5.3% |
| o | 52 | 4.3% |
| ; | 51 | 4.2% |
| s | 47 | 3.9% |
| Other values (26) | 412 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1203 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 127 | 10.6% |
| 112 | 9.3% | |
| r | 99 | 8.2% |
| a | 94 | 7.8% |
| t | 79 | 6.6% |
| n | 66 | 5.5% |
| i | 64 | 5.3% |
| o | 52 | 4.3% |
| ; | 51 | 4.2% |
| s | 47 | 3.9% |
| Other values (26) | 412 |
Tech (TF) - Server Roles
Categorical
High correlation  Missing 
| Distinct | 12 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 57 |
| Missing (%) | 67.9% |
| Memory size | 804.0 B |
| Security/authentication; | |
|---|---|
| Database server;HTML/web server;Security/authentication; | |
| HTML/web server;Security/authentication; | |
| Database server; | |
| Database server;HTML/web server; | |
| Other values (7) |
Length
| Max length | 157 |
|---|---|
| Median length | 85 |
| Mean length | 43.777778 |
| Min length | 16 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 25.9% |
Sample
| 1st row | HTML/web server;Security/authentication; |
|---|---|
| 2nd row | Multi-user legacy application; |
| 3rd row | Database server;File &/or print server;HTML/web server;Multi-user legacy application; |
| 4th row | Database server;HTML/web server;Mail server;Security/authentication; |
| 5th row | Security/authentication; |
Common Values
| Value | Count | Frequency (%) |
| Security/authentication; | 6 | 7.1% |
| Database server;HTML/web server;Security/authentication; | 5 | 6.0% |
| HTML/web server;Security/authentication; | 3 | 3.6% |
| Database server; | 3 | 3.6% |
| Database server;HTML/web server; | 3 | 3.6% |
| Multi-user legacy application; | 1 | 1.2% |
| Database server;File &/or print server;HTML/web server;Multi-user legacy application; | 1 | 1.2% |
| Database server;HTML/web server;Mail server;Security/authentication; | 1 | 1.2% |
| Database server;File &/or print server;HTML/web server;Mail server;Security/authentication; | 1 | 1.2% |
| HTML/web server;Multi-user legacy application; | 1 | 1.2% |
| Other values (2) | 2 | 2.4% |
| (Missing) | 57 |
Length
| Value | Count | Frequency (%) |
| database | 15 | |
| server;html/web | 12 | |
| server;security/authentication | 10 | |
| security/authentication | 6 | 7.2% |
| server | 6 | 7.2% |
| html/web | 4 | 4.8% |
| legacy | 3 | 3.6% |
| application | 3 | 3.6% |
| 2 | 2.4% | |
| server;multi-user | 2 | 2.4% |
| Other values (17) | 20 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 156 | |
| r | 102 | 8.6% |
| t | 100 | 8.5% |
| a | 96 | 8.1% |
| i | 72 | 6.1% |
| s | 65 | 5.5% |
| ; | 60 | 5.1% |
| 56 | 4.7% | |
| n | 46 | 3.9% |
| c | 44 | 3.7% |
| Other values (31) | 385 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1182 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 156 | |
| r | 102 | 8.6% |
| t | 100 | 8.5% |
| a | 96 | 8.1% |
| i | 72 | 6.1% |
| s | 65 | 5.5% |
| ; | 60 | 5.1% |
| 56 | 4.7% | |
| n | 46 | 3.9% |
| c | 44 | 3.7% |
| Other values (31) | 385 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1182 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 156 | |
| r | 102 | 8.6% |
| t | 100 | 8.5% |
| a | 96 | 8.1% |
| i | 72 | 6.1% |
| s | 65 | 5.5% |
| ; | 60 | 5.1% |
| 56 | 4.7% | |
| n | 46 | 3.9% |
| c | 44 | 3.7% |
| Other values (31) | 385 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1182 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 156 | |
| r | 102 | 8.6% |
| t | 100 | 8.5% |
| a | 96 | 8.1% |
| i | 72 | 6.1% |
| s | 65 | 5.5% |
| ; | 60 | 5.1% |
| 56 | 4.7% | |
| n | 46 | 3.9% |
| c | 44 | 3.7% |
| Other values (31) | 385 |
Tech (TF) - Type of Server
Unsupported
Missing  Rejected  Unsupported 
| Missing | 84 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 804.0 B |
Tech (TF) - Web Development
Categorical
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 50 |
| Missing (%) | 59.5% |
| Memory size | 804.0 B |
| Web |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 34 | |
| (Missing) | 50 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| web | 34 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 34 | |
| e | 34 | |
| b | 34 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 102 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| W | 34 | |
| e | 34 | |
| b | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 102 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| W | 34 | |
| e | 34 | |
| b | 34 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 102 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| W | 34 | |
| e | 34 | |
| b | 34 |
Tech (TF) - DBMS Used
Boolean
Constant  Missing 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 27 |
| Missing (%) | 32.1% |
| Memory size | 300.0 B |
| True | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| True | 57 | |
| (Missing) | 27 |
Tech (TF) - Tools Used
Real number (ℝ)
High correlation  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9880952 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 28 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.916913 |
|---|---|
| Coefficient of variation (CV) | 0.96419575 |
| Kurtosis | 1.4674763 |
| Mean | 1.9880952 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0686451 |
| Sum | 167 |
| Variance | 3.6745554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 32 | |
| 0 | 28 | |
| 4 | 14 | |
| 3 | 2 | 2.4% |
| 7 | 2 | 2.4% |
| 5 | 2 | 2.4% |
| 1 | 2 | 2.4% |
| 6 | 1 | 1.2% |
| 9 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 2.4% |
| 2 | 32 | |
| 3 | 2 | 2.4% |
| 4 | 14 | |
| 5 | 2 | 2.4% |
| 6 | 1 | 1.2% |
| 7 | 2 | 2.4% |
| 9 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 9 | 1 | 1.2% |
| 7 | 2 | 2.4% |
| 6 | 1 | 1.2% |
| 5 | 2 | 2.4% |
| 4 | 14 | |
| 3 | 2 | 2.4% |
| 2 | 32 | |
| 1 | 2 | 2.4% |
| 0 | 28 |
People (PRF) - Project user involvement
Unsupported
Missing  Rejected  Unsupported 
| Missing | 84 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 804.0 B |
People (PRF) - BA team experience <1 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 69 |
| Missing (%) | 82.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4666667 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 7 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 8.9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.4819261 |
|---|---|
| Coefficient of variation (CV) | 1.4115917 |
| Kurtosis | 1.2438937 |
| Mean | 2.4666667 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4444557 |
| Sum | 37 |
| Variance | 12.12381 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7 | 8.3% |
| 1 | 2 | 2.4% |
| 3 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 5 | 1 | 1.2% |
| 6 | 1 | 1.2% |
| 2 | 1 | 1.2% |
| 11 | 1 | 1.2% |
| (Missing) | 69 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1 | 2 | 2.4% |
| 2 | 1 | 1.2% |
| 3 | 1 | 1.2% |
| 5 | 1 | 1.2% |
| 6 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 11 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 6 | 1 | 1.2% |
| 5 | 1 | 1.2% |
| 3 | 1 | 1.2% |
| 2 | 1 | 1.2% |
| 1 | 2 | 2.4% |
| 0 | 7 |
People (PRF) - BA team experience 1 to 3 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 66 |
| Missing (%) | 78.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7777778 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 6 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.5 |
| Q3 | 4 |
| 95-th percentile | 11.6 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.4087036 |
|---|---|
| Coefficient of variation (CV) | 1.9611274 |
| Kurtosis | 14.086702 |
| Mean | 3.7777778 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 3.6058929 |
| Sum | 68 |
| Variance | 54.888889 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | 7.1% |
| 1 | 3 | 3.6% |
| 5 | 2 | 2.4% |
| 2 | 2 | 2.4% |
| 4 | 2 | 2.4% |
| 3 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 32 | 1 | 1.2% |
| (Missing) | 66 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 3 | |
| 2 | 2 | 2.4% |
| 3 | 1 | 1.2% |
| 4 | 2 | 2.4% |
| 5 | 2 | 2.4% |
| 8 | 1 | 1.2% |
| 32 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 32 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 5 | 2 | 2.4% |
| 4 | 2 | 2.4% |
| 3 | 1 | 1.2% |
| 2 | 2 | 2.4% |
| 1 | 3 | |
| 0 | 6 |
People (PRF) - BA team experience >3 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 52.9% |
| Missing | 67 |
| Missing (%) | 79.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5882353 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 3 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 17.8 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.605479 |
|---|---|
| Coefficient of variation (CV) | 1.4396557 |
| Kurtosis | 5.5668843 |
| Mean | 4.5882353 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.3354237 |
| Sum | 78 |
| Variance | 43.632353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4 | 4.8% |
| 0 | 3 | 3.6% |
| 2 | 3 | 3.6% |
| 5 | 2 | 2.4% |
| 16 | 1 | 1.2% |
| 3 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 25 | 1 | 1.2% |
| 6 | 1 | 1.2% |
| (Missing) | 67 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 4 | |
| 2 | 3 | |
| 3 | 1 | 1.2% |
| 5 | 2 | |
| 6 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 16 | 1 | 1.2% |
| 25 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 25 | 1 | 1.2% |
| 16 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 6 | 1 | 1.2% |
| 5 | 2 | |
| 3 | 1 | 1.2% |
| 2 | 3 | |
| 1 | 4 | |
| 0 | 3 |
People (PRF) - IT experience <1 yr
Unsupported
Missing  Rejected  Unsupported 
| Missing | 84 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 804.0 B |
People (PRF) - IT experience 1 to 3 yr
Unsupported
Missing  Rejected  Unsupported 
| Missing | 84 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 804.0 B |
People (PRF) - IT experience >3 yr
Unsupported
Missing  Rejected  Unsupported 
| Missing | 84 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 804.0 B |
People (PRF) - IT experience <3 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 34.8% |
| Missing | 61 |
| Missing (%) | 72.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8695652 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 6 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.5 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 16.1 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 5.4880395 |
|---|---|
| Coefficient of variation (CV) | 1.4182574 |
| Kurtosis | 5.7485705 |
| Mean | 3.8695652 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.3559739 |
| Sum | 89 |
| Variance | 30.118577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6 | 7.1% |
| 1 | 5 | 6.0% |
| 5 | 5 | 6.0% |
| 2 | 2 | 2.4% |
| 4 | 2 | 2.4% |
| 22 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 17 | 1 | 1.2% |
| (Missing) | 61 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1 | 5 | |
| 2 | 2 | 2.4% |
| 4 | 2 | 2.4% |
| 5 | 5 | |
| 8 | 1 | 1.2% |
| 17 | 1 | 1.2% |
| 22 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 22 | 1 | 1.2% |
| 17 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| 5 | 5 | |
| 4 | 2 | 2.4% |
| 2 | 2 | 2.4% |
| 1 | 5 | |
| 0 | 6 |
People (PRF) - IT experience 3 to 9 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 9 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 63 |
| Missing (%) | 75.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5238095 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 3 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 24 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 8.0163523 |
|---|---|
| Coefficient of variation (CV) | 1.4512362 |
| Kurtosis | 7.7852361 |
| Mean | 5.5238095 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.8113271 |
| Sum | 116 |
| Variance | 64.261905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5 | 6.0% |
| 5 | 3 | 3.6% |
| 0 | 3 | 3.6% |
| 6 | 3 | 3.6% |
| 4 | 3 | 3.6% |
| 3 | 1 | 1.2% |
| 1 | 1 | 1.2% |
| 24 | 1 | 1.2% |
| 33 | 1 | 1.2% |
| (Missing) | 63 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 1 | 1.2% |
| 2 | 5 | |
| 3 | 1 | 1.2% |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 24 | 1 | 1.2% |
| 33 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 33 | 1 | 1.2% |
| 24 | 1 | 1.2% |
| 6 | 3 | |
| 5 | 3 | |
| 4 | 3 | |
| 3 | 1 | 1.2% |
| 2 | 5 | |
| 1 | 1 | 1.2% |
| 0 | 3 |
People (PRF) - IT experience >9 yr
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | 41.2% |
| Missing | 67 |
| Missing (%) | 79.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3529412 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 2 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 19.2 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 6.5186384 |
|---|---|
| Coefficient of variation (CV) | 1.497525 |
| Kurtosis | 5.678973 |
| Mean | 4.3529412 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.4915896 |
| Sum | 74 |
| Variance | 42.492647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 5 | 6.0% |
| 1 | 5 | 6.0% |
| 0 | 2 | 2.4% |
| 2 | 2 | 2.4% |
| 24 | 1 | 1.2% |
| 3 | 1 | 1.2% |
| 18 | 1 | 1.2% |
| (Missing) | 67 |
| Value | Count | Frequency (%) |
| 0 | 2 | 2.4% |
| 1 | 5 | |
| 2 | 2 | 2.4% |
| 3 | 1 | 1.2% |
| 4 | 5 | |
| 18 | 1 | 1.2% |
| 24 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 24 | 1 | 1.2% |
| 18 | 1 | 1.2% |
| 4 | 5 | |
| 3 | 1 | 1.2% |
| 2 | 2 | 2.4% |
| 1 | 5 | |
| 0 | 2 | 2.4% |
People (PRF) - Project manage experience
Real number (ℝ)
High correlation  Missing 
| Distinct | 12 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 65 |
| Missing (%) | 77.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.210526 |
| Minimum | 1 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.8 |
| Q1 | 3 |
| median | 8 |
| Q3 | 17.5 |
| 95-th percentile | 60.5 |
| Maximum | 200 |
| Range | 199 |
| Interquartile range (IQR) | 14.5 |
Descriptive statistics
| Standard deviation | 45.036502 |
|---|---|
| Coefficient of variation (CV) | 2.0277098 |
| Kurtosis | 15.310619 |
| Mean | 22.210526 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.7890082 |
| Sum | 422 |
| Variance | 2028.2865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 6 | 7.1% |
| 5 | 2 | 2.4% |
| 45 | 2 | 2.4% |
| 1 | 1 | 1.2% |
| 10 | 1 | 1.2% |
| 20 | 1 | 1.2% |
| 200 | 1 | 1.2% |
| 12 | 1 | 1.2% |
| 25 | 1 | 1.2% |
| 8 | 1 | 1.2% |
| Other values (2) | 2 | 2.4% |
| (Missing) | 65 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.2% |
| 3 | 6 | |
| 5 | 2 | 2.4% |
| 8 | 1 | 1.2% |
| 10 | 1 | 1.2% |
| 12 | 1 | 1.2% |
| 13 | 1 | 1.2% |
| 15 | 1 | 1.2% |
| 20 | 1 | 1.2% |
| 25 | 1 | 1.2% |
| Value | Count | Frequency (%) |
| 200 | 1 | |
| 45 | 2 | |
| 25 | 1 | |
| 20 | 1 | |
| 15 | 1 | |
| 13 | 1 | |
| 12 | 1 | |
| 10 | 1 | |
| 8 | 1 | |
| 5 | 2 |
People (PRF) - Project manage changes
Categorical
High correlation  Imbalance  Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 52 |
| Missing (%) | 61.9% |
| Memory size | 804.0 B |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 27 | |
| 1.0 | 4 | 4.8% |
| 2.0 | 1 | 1.2% |
| (Missing) | 52 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 27 | |
| 1.0 | 4 | 12.5% |
| 2.0 | 1 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 59 | |
| . | 32 | |
| 1 | 4 | 4.2% |
| 2 | 1 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59 | |
| . | 32 | |
| 1 | 4 | 4.2% |
| 2 | 1 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59 | |
| . | 32 | |
| 1 | 4 | 4.2% |
| 2 | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 96 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 59 | |
| . | 32 | |
| 1 | 4 | 4.2% |
| 2 | 1 | 1.0% |
People (PRF) - Personnel changes
Categorical
High correlation  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 52 |
| Missing (%) | 61.9% |
| Memory size | 804.0 B |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 2 |
| 3.0 | 1 |
| 12.0 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.03125 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 6.2% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 22 | |
| 1.0 | 6 | 7.1% |
| 2.0 | 2 | 2.4% |
| 3.0 | 1 | 1.2% |
| 12.0 | 1 | 1.2% |
| (Missing) | 52 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 22 | |
| 1.0 | 6 | 18.8% |
| 2.0 | 2 | 6.2% |
| 3.0 | 1 | 3.1% |
| 12.0 | 1 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 54 | |
| . | 32 | |
| 1 | 7 | 7.2% |
| 2 | 3 | 3.1% |
| 3 | 1 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 97 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 54 | |
| . | 32 | |
| 1 | 7 | 7.2% |
| 2 | 3 | 3.1% |
| 3 | 1 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 97 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 54 | |
| . | 32 | |
| 1 | 7 | 7.2% |
| 2 | 3 | 3.1% |
| 3 | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 97 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 54 | |
| . | 32 | |
| 1 | 7 | 7.2% |
| 2 | 3 | 3.1% |
| 3 | 1 | 1.0% |
Project (PRF) - Total project cost
Real number (ℝ)
High correlation  Missing 
| Distinct | 28 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 55 |
| Missing (%) | 65.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106224.72 |
| Minimum | 4871 |
|---|---|
| Maximum | 765000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 804.0 B |
Quantile statistics
| Minimum | 4871 |
|---|---|
| 5-th percentile | 8136.4 |
| Q1 | 15680 |
| median | 57035 |
| Q3 | 81500 |
| 95-th percentile | 569800 |
| Maximum | 765000 |
| Range | 760129 |
| Interquartile range (IQR) | 65820 |
Descriptive statistics
| Standard deviation | 189999.23 |
|---|---|
| Coefficient of variation (CV) | 1.7886535 |
| Kurtosis | 9.5003343 |
| Mean | 106224.72 |
| Median Absolute Deviation (MAD) | 39875 |
| Skewness | 3.1729432 |
| Sum | 3080517 |
| Variance | 3.6099707 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 765000 | 2 | 2.4% |
| 90300 | 1 | 1.2% |
| 15680 | 1 | 1.2% |
| 68200 | 1 | 1.2% |
| 7644 | 1 | 1.2% |
| 31465 | 1 | 1.2% |
| 120600 | 1 | 1.2% |
| 70600 | 1 | 1.2% |
| 10180 | 1 | 1.2% |
| 30300 | 1 | 1.2% |
| Other values (18) | 18 | 21.4% |
| (Missing) | 55 |
| Value | Count | Frequency (%) |
| 4871 | 1 | |
| 7644 | 1 | |
| 8875 | 1 | |
| 10180 | 1 | |
| 13880 | 1 | |
| 14723 | 1 | |
| 15281 | 1 | |
| 15680 | 1 | |
| 17160 | 1 | |
| 30300 | 1 |
| Value | Count | Frequency (%) |
| 765000 | 2 | |
| 277000 | 1 | |
| 120600 | 1 | |
| 104200 | 1 | |
| 100200 | 1 | |
| 90300 | 1 | |
| 81500 | 1 | |
| 70600 | 1 | |
| 69850 | 1 | |
| 68200 | 1 |
Project (PRF) - Cost currency
Categorical
High correlation  Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 54 |
| Missing (%) | 64.3% |
| Memory size | 804.0 B |
| European, euro | |
|---|---|
| Canada, dollar | |
| United States, dollar | 1 |
Length
| Max length | 21 |
|---|---|
| Median length | 14 |
| Mean length | 14.233333 |
| Min length | 14 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | European, euro |
|---|---|
| 2nd row | European, euro |
| 3rd row | European, euro |
| 4th row | Canada, dollar |
| 5th row | Canada, dollar |
Common Values
| Value | Count | Frequency (%) |
| European, euro | 16 | 19.0% |
| Canada, dollar | 13 | 15.5% |
| United States, dollar | 1 | 1.2% |
| (Missing) | 54 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| european | 16 | |
| euro | 16 | |
| dollar | 14 | |
| canada | 13 | |
| united | 1 | 1.6% |
| states | 1 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 70 | |
| r | 46 | |
| o | 46 | |
| e | 34 | |
| u | 32 | |
| 31 | ||
| n | 30 | |
| , | 30 | |
| d | 28 | 6.6% |
| l | 28 | 6.6% |
| Other values (8) | 52 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 427 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 70 | |
| r | 46 | |
| o | 46 | |
| e | 34 | |
| u | 32 | |
| 31 | ||
| n | 30 | |
| , | 30 | |
| d | 28 | 6.6% |
| l | 28 | 6.6% |
| Other values (8) | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 427 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 70 | |
| r | 46 | |
| o | 46 | |
| e | 34 | |
| u | 32 | |
| 31 | ||
| n | 30 | |
| , | 30 | |
| d | 28 | 6.6% |
| l | 28 | 6.6% |
| Other values (8) | 52 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 427 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 70 | |
| r | 46 | |
| o | 46 | |
| e | 34 | |
| u | 32 | |
| 31 | ||
| n | 30 | |
| , | 30 | |
| d | 28 | 6.6% |
| l | 28 | 6.6% |
| Other values (8) | 52 |
Project (PRF) - Currency multiple
Categorical
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 66 |
| Missing (%) | 78.6% |
| Memory size | 804.0 B |
| No | |
|---|---|
| Yes 10,000 |
Length
| Max length | 10 |
|---|---|
| Median length | 2 |
| Mean length | 2.8888889 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 16 | 19.0% |
| Yes 10,000 | 2 | 2.4% |
| (Missing) | 66 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 16 | |
| yes | 2 | 10.0% |
| 10,000 | 2 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 16 | |
| o | 16 | |
| 0 | 8 | |
| Y | 2 | 3.8% |
| e | 2 | 3.8% |
| s | 2 | 3.8% |
| 2 | 3.8% | |
| 1 | 2 | 3.8% |
| , | 2 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 16 | |
| o | 16 | |
| 0 | 8 | |
| Y | 2 | 3.8% |
| e | 2 | 3.8% |
| s | 2 | 3.8% |
| 2 | 3.8% | |
| 1 | 2 | 3.8% |
| , | 2 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 16 | |
| o | 16 | |
| 0 | 8 | |
| Y | 2 | 3.8% |
| e | 2 | 3.8% |
| s | 2 | 3.8% |
| 2 | 3.8% | |
| 1 | 2 | 3.8% |
| , | 2 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 16 | |
| o | 16 | |
| 0 | 8 | |
| Y | 2 | 3.8% |
| e | 2 | 3.8% |
| s | 2 | 3.8% |
| 2 | 3.8% | |
| 1 | 2 | 3.8% |
| , | 2 | 3.8% |
Interactions
Correlations
| - CASE Tool Used | External (EEF) - Data Quality Rating | External (EEF) - Industry Sector | External (EEF) - Organisation Type | ISBSG Project ID | People (PRF) - BA team experience 1 to 3 yr | People (PRF) - BA team experience <1 yr | People (PRF) - BA team experience >3 yr | People (PRF) - IT experience 3 to 9 yr | People (PRF) - IT experience <3 yr | People (PRF) - IT experience >9 yr | People (PRF) - Personnel changes | People (PRF) - Project manage changes | People (PRF) - Project manage experience | Process (PMF) - Development Methodologies | Process (PMF) - Docs | Project (PRF) - Application Group | Project (PRF) - Application Type | Project (PRF) - Cost currency | Project (PRF) - Currency multiple | Project (PRF) - Defect Density | Project (PRF) - Development Type | Project (PRF) - Functional Size | Project (PRF) - Manpower Delivery Rate | Project (PRF) - Max Team Size | Project (PRF) - Normalised Level 1 PDR (ufp) | Project (PRF) - Normalised PDR (ufp) | Project (PRF) - Normalised Work Effort | Project (PRF) - Normalised Work Effort Level 1 | Project (PRF) - Project Elapsed Time | Project (PRF) - Relative Size | Project (PRF) - Speed of Delivery | Project (PRF) - Team Size Group | Project (PRF) - Total project cost | Project (PRF) - Year of Project | Tech (TF) - Architecture | Tech (TF) - Client Roles | Tech (TF) - Client Server? | Tech (TF) - Development Platform | Tech (TF) - Language Type | Tech (TF) - Primary Programming Language | Tech (TF) - Server Roles | Tech (TF) - Tools Used | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| - CASE Tool Used | 1.000 | 0.231 | 0.596 | 0.211 | 0.000 | 0.000 | 0.000 | 0.000 | 0.204 | 0.170 | 0.340 | 0.412 | 0.000 | 0.334 | 0.182 | 0.000 | 0.334 | 0.378 | 0.000 | 1.000 | 0.351 | 0.380 | 0.267 | 0.000 | 0.000 | 0.412 | 0.412 | 0.000 | 0.116 | 0.000 | 0.395 | 0.101 | 0.120 | 0.707 | 0.765 | 0.000 | 0.327 | 0.000 | 0.612 | 0.000 | 0.375 | 0.667 | 0.756 |
| External (EEF) - Data Quality Rating | 0.231 | 1.000 | 0.435 | 0.699 | 0.000 | 0.000 | 0.000 | 0.000 | 0.589 | 0.406 | 0.000 | 0.250 | 0.000 | 0.000 | 0.858 | 0.653 | 0.000 | 0.806 | 0.895 | 0.734 | 0.000 | 0.215 | 0.809 | 0.981 | 0.552 | 0.159 | 0.159 | 0.546 | 0.372 | 0.438 | 0.742 | 0.763 | 0.534 | 0.746 | 0.481 | 0.351 | 0.563 | 0.544 | 0.213 | 0.151 | 0.239 | 0.335 | 0.800 |
| External (EEF) - Industry Sector | 0.596 | 0.435 | 1.000 | 0.899 | 0.000 | 0.440 | 0.148 | 0.369 | 0.505 | 0.435 | 0.472 | 0.496 | 0.192 | 0.580 | 0.403 | 0.493 | 0.502 | 0.840 | 0.962 | 0.000 | 0.264 | 0.584 | 0.386 | 0.442 | 0.653 | 0.000 | 0.000 | 0.393 | 0.382 | 0.555 | 0.376 | 0.278 | 0.615 | 0.589 | 0.547 | 0.732 | 0.796 | 0.000 | 0.451 | 0.680 | 0.485 | 0.808 | 0.564 |
| External (EEF) - Organisation Type | 0.211 | 0.699 | 0.899 | 1.000 | 0.000 | 0.538 | 0.000 | 0.593 | 0.393 | 0.365 | 0.565 | 0.530 | 0.557 | 0.000 | 0.726 | 0.800 | 0.415 | 0.885 | 0.943 | 0.000 | 0.646 | 0.628 | 0.666 | 0.861 | 0.735 | 0.000 | 0.000 | 0.619 | 0.627 | 0.708 | 0.513 | 0.642 | 0.704 | 0.554 | 0.682 | 0.768 | 0.776 | 0.647 | 0.581 | 0.794 | 0.785 | 0.695 | 0.552 |
| ISBSG Project ID | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.209 | -0.262 | 0.007 | 0.296 | 0.334 | -0.151 | 0.158 | 0.000 | 0.393 | 0.048 | 0.141 | 0.050 | 0.000 | 0.000 | 0.000 | -0.174 | 0.223 | 0.099 | 0.219 | -0.051 | -0.111 | -0.113 | -0.028 | -0.028 | -0.024 | 0.137 | 0.062 | 0.000 | 0.185 | -0.132 | 0.000 | 0.000 | 0.000 | 0.089 | 0.068 | 0.000 | 0.000 | 0.131 |
| People (PRF) - BA team experience 1 to 3 yr | 0.000 | 0.000 | 0.440 | 0.538 | 0.209 | 1.000 | -0.046 | 0.773 | 0.366 | 0.134 | 0.607 | 0.405 | 0.243 | 0.538 | 0.467 | -0.089 | 0.000 | 0.467 | 0.000 | 1.000 | 0.186 | 0.000 | 0.188 | -0.296 | 0.475 | 0.143 | 0.143 | 0.404 | 0.404 | 0.550 | 0.214 | 0.101 | 0.556 | -1.000 | -0.323 | 0.000 | 0.508 | 0.326 | 0.241 | 0.935 | 0.744 | 0.471 | -0.208 |
| People (PRF) - BA team experience <1 yr | 0.000 | 0.000 | 0.148 | 0.000 | -0.262 | -0.046 | 1.000 | -0.017 | -0.009 | 0.663 | 0.462 | 0.613 | 0.697 | -0.042 | 0.358 | -0.227 | 0.357 | 0.000 | 1.000 | 1.000 | 0.455 | 0.000 | 0.034 | -0.359 | 0.310 | 0.241 | 0.241 | 0.117 | 0.117 | 0.201 | 0.000 | 0.031 | 0.000 | NaN | -0.313 | 0.000 | 0.257 | 0.251 | 0.000 | 1.000 | 0.319 | 0.118 | -0.088 |
| People (PRF) - BA team experience >3 yr | 0.000 | 0.000 | 0.369 | 0.593 | 0.007 | 0.773 | -0.017 | 1.000 | 0.353 | -0.109 | 0.680 | 0.456 | 0.621 | 0.199 | 0.525 | -0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.167 | 0.000 | 0.203 | -0.239 | 0.447 | 0.133 | 0.133 | 0.470 | 0.436 | 0.353 | 0.000 | 0.125 | 0.448 | 0.943 | -0.106 | 0.000 | 0.526 | 0.000 | 0.382 | 0.000 | 0.573 | 0.408 | -0.147 |
| People (PRF) - IT experience 3 to 9 yr | 0.204 | 0.589 | 0.505 | 0.393 | 0.296 | 0.366 | -0.009 | 0.353 | 1.000 | 0.101 | 0.229 | 0.617 | 0.264 | 0.213 | 0.754 | -0.119 | 0.000 | 0.520 | 0.000 | 1.000 | -0.051 | 0.000 | 0.334 | -0.081 | 0.658 | 0.284 | 0.284 | 0.473 | 0.473 | 0.135 | 0.504 | 0.370 | 0.736 | -0.147 | -0.600 | 0.000 | 0.474 | 0.187 | 0.000 | 1.000 | 0.269 | 0.623 | 0.058 |
| People (PRF) - IT experience <3 yr | 0.170 | 0.406 | 0.435 | 0.365 | 0.334 | 0.134 | 0.663 | -0.109 | 0.101 | 1.000 | 0.102 | 0.477 | 0.000 | 0.072 | 0.655 | -0.007 | 0.000 | 0.463 | 0.204 | 1.000 | 0.233 | 0.279 | 0.259 | 0.273 | 0.233 | -0.079 | -0.079 | 0.094 | 0.105 | -0.160 | 0.329 | 0.387 | 0.692 | -0.073 | -0.511 | 0.415 | 0.408 | 0.279 | 0.401 | 0.900 | 0.481 | 0.463 | 0.223 |
| People (PRF) - IT experience >9 yr | 0.340 | 0.000 | 0.472 | 0.565 | -0.151 | 0.607 | 0.462 | 0.680 | 0.229 | 0.102 | 1.000 | 0.587 | 0.711 | 0.199 | 0.745 | -0.104 | 0.000 | 0.107 | 0.000 | 0.000 | 0.451 | 0.157 | 0.123 | -0.483 | 0.527 | 0.211 | 0.211 | 0.359 | 0.341 | 0.477 | 0.000 | -0.039 | 0.760 | 0.943 | -0.301 | 0.000 | 0.610 | 0.000 | 0.344 | 0.000 | 0.473 | 0.573 | -0.300 |
| People (PRF) - Personnel changes | 0.412 | 0.250 | 0.496 | 0.530 | 0.158 | 0.405 | 0.613 | 0.456 | 0.617 | 0.477 | 0.587 | 1.000 | 0.550 | 0.160 | 0.638 | 0.000 | 0.125 | 0.539 | 0.723 | 0.000 | 0.000 | 0.438 | 0.610 | 0.000 | 0.645 | 0.400 | 0.400 | 0.610 | 0.513 | 0.361 | 0.537 | 0.346 | 0.599 | 0.961 | 0.286 | 0.117 | 0.603 | 0.000 | 0.168 | 0.419 | 0.281 | 0.476 | 0.594 |
| People (PRF) - Project manage changes | 0.000 | 0.000 | 0.192 | 0.557 | 0.000 | 0.243 | 0.697 | 0.621 | 0.264 | 0.000 | 0.711 | 0.550 | 1.000 | 0.000 | 0.674 | 0.120 | 0.248 | 0.359 | 1.000 | 1.000 | 0.000 | 0.402 | 0.495 | 0.000 | 0.496 | 0.080 | 0.080 | 0.495 | 0.502 | 0.515 | 0.000 | 0.000 | 0.454 | 1.000 | 0.000 | 0.000 | 0.747 | 0.000 | 0.000 | 0.000 | 0.000 | 0.498 | 0.245 |
| People (PRF) - Project manage experience | 0.334 | 0.000 | 0.580 | 0.000 | 0.393 | 0.538 | -0.042 | 0.199 | 0.213 | 0.072 | 0.199 | 0.160 | 0.000 | 1.000 | 0.000 | -0.066 | 0.770 | 0.577 | 0.500 | 0.707 | -0.017 | 0.502 | 0.342 | 0.368 | 0.136 | -0.292 | -0.292 | 0.157 | 0.152 | -0.052 | 0.000 | 0.275 | 0.000 | 0.778 | -0.295 | 0.050 | 0.707 | 0.000 | 0.170 | 0.701 | 0.171 | 0.615 | -0.305 |
| Process (PMF) - Development Methodologies | 0.182 | 0.858 | 0.403 | 0.726 | 0.048 | 0.467 | 0.358 | 0.525 | 0.754 | 0.655 | 0.745 | 0.638 | 0.674 | 0.000 | 1.000 | 0.490 | 0.000 | 0.796 | 0.911 | 0.000 | 0.127 | 0.313 | 0.872 | 0.938 | 0.852 | 0.170 | 0.170 | 0.864 | 0.827 | 0.516 | 0.592 | 0.722 | 0.639 | 0.578 | 0.454 | 0.446 | 0.629 | 0.283 | 0.556 | 0.000 | 0.218 | 0.661 | 0.588 |
| Process (PMF) - Docs | 0.000 | 0.653 | 0.493 | 0.800 | 0.141 | -0.089 | -0.227 | -0.040 | -0.119 | -0.007 | -0.104 | 0.000 | 0.120 | -0.066 | 0.490 | 1.000 | 0.000 | 0.833 | 0.914 | 0.935 | 0.614 | 0.502 | 0.377 | 0.634 | 0.615 | 0.019 | 0.030 | 0.179 | 0.164 | 0.306 | 0.395 | -0.057 | 0.505 | -0.430 | -0.598 | 0.445 | 0.766 | 0.599 | 0.202 | 0.610 | 0.431 | 0.353 | 0.832 |
| Project (PRF) - Application Group | 0.334 | 0.000 | 0.502 | 0.415 | 0.050 | 0.000 | 0.357 | 0.000 | 0.000 | 0.000 | 0.000 | 0.125 | 0.248 | 0.770 | 0.000 | 0.000 | 1.000 | 0.825 | 0.000 | 0.697 | 0.000 | 0.329 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.173 | 0.359 | 0.353 | 0.197 | 0.000 | 0.000 | 0.962 | 0.468 | 0.408 | 0.586 | 0.000 | 0.000 | 0.121 | 0.233 | 0.758 | 0.714 |
| Project (PRF) - Application Type | 0.378 | 0.806 | 0.840 | 0.885 | 0.000 | 0.467 | 0.000 | 0.000 | 0.520 | 0.463 | 0.107 | 0.539 | 0.359 | 0.577 | 0.796 | 0.833 | 0.825 | 1.000 | 0.923 | 0.935 | 0.602 | 0.730 | 0.773 | 0.828 | 0.790 | 0.000 | 0.000 | 0.747 | 0.738 | 0.735 | 0.580 | 0.584 | 0.738 | 0.789 | 0.719 | 0.775 | 0.901 | 0.683 | 0.775 | 0.801 | 0.713 | 0.842 | 0.833 |
| Project (PRF) - Cost currency | 0.000 | 0.895 | 0.962 | 0.943 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.204 | 0.000 | 0.723 | 1.000 | 0.500 | 0.911 | 0.914 | 0.000 | 0.923 | 1.000 | 0.000 | 0.655 | 0.584 | 0.698 | 0.964 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.526 | 0.808 | 0.716 | 0.920 | 0.747 | 0.943 | 0.355 | 0.000 | 0.603 | 1.000 | 0.982 | 0.798 | 0.913 | 0.943 |
| Project (PRF) - Currency multiple | 1.000 | 0.734 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.707 | 0.000 | 0.935 | 0.697 | 0.935 | 0.000 | 1.000 | 1.000 | 0.734 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.734 | 0.593 | 0.000 | 0.707 | 0.931 | 0.901 | 0.707 | 0.000 | 0.000 | 1.000 | 0.000 | 0.088 | 0.000 | 0.935 |
| Project (PRF) - Defect Density | 0.351 | 0.000 | 0.264 | 0.646 | -0.174 | 0.186 | 0.455 | 0.167 | -0.051 | 0.233 | 0.451 | 0.000 | 0.000 | -0.017 | 0.127 | 0.614 | 0.000 | 0.602 | 0.655 | 1.000 | 1.000 | 0.371 | 0.214 | -0.057 | -0.049 | -0.206 | -0.205 | 0.018 | 0.017 | 0.582 | 0.000 | -0.262 | 0.000 | -0.038 | -0.371 | 0.000 | 0.000 | 0.436 | 0.107 | 0.517 | 0.389 | 0.000 | 0.395 |
| Project (PRF) - Development Type | 0.380 | 0.215 | 0.584 | 0.628 | 0.223 | 0.000 | 0.000 | 0.000 | 0.000 | 0.279 | 0.157 | 0.438 | 0.402 | 0.502 | 0.313 | 0.502 | 0.329 | 0.730 | 0.584 | 0.734 | 0.371 | 1.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.557 | 0.533 | 0.000 | 0.409 | 0.435 | 0.530 | 0.439 | 0.754 | 0.000 | 0.324 | 0.334 | 0.477 | 0.747 | 0.452 |
| Project (PRF) - Functional Size | 0.267 | 0.809 | 0.386 | 0.666 | 0.099 | 0.188 | 0.034 | 0.203 | 0.334 | 0.259 | 0.123 | 0.610 | 0.495 | 0.342 | 0.872 | 0.377 | 0.000 | 0.773 | 0.698 | 0.000 | 0.214 | 0.059 | 1.000 | 0.732 | 0.806 | -0.085 | -0.092 | 0.633 | 0.609 | -0.209 | 0.739 | 0.787 | 0.712 | -0.140 | -0.610 | 0.167 | 0.681 | 0.336 | 0.000 | 0.000 | 0.000 | 0.504 | 0.174 |
| Project (PRF) - Manpower Delivery Rate | 0.000 | 0.981 | 0.442 | 0.861 | 0.219 | -0.296 | -0.359 | -0.239 | -0.081 | 0.273 | -0.483 | 0.000 | 0.000 | 0.368 | 0.938 | 0.634 | 0.000 | 0.828 | 0.964 | 0.000 | -0.057 | 0.000 | 0.732 | 1.000 | 0.414 | -0.188 | -0.183 | 0.478 | 0.387 | -0.796 | 0.953 | 0.864 | 0.000 | 0.644 | -0.386 | 0.000 | 1.000 | 0.160 | 0.000 | 0.000 | 0.000 | 1.000 | 0.287 |
| Project (PRF) - Max Team Size | 0.000 | 0.552 | 0.653 | 0.735 | -0.051 | 0.475 | 0.310 | 0.447 | 0.658 | 0.233 | 0.527 | 0.645 | 0.496 | 0.136 | 0.852 | 0.615 | 0.000 | 0.790 | 0.000 | 0.000 | -0.049 | 0.000 | 0.806 | 0.414 | 1.000 | 0.635 | 0.636 | 0.900 | 0.866 | -0.306 | 0.490 | 0.737 | 0.822 | -0.425 | -0.809 | 0.422 | 0.709 | 0.000 | 0.682 | 0.257 | 0.372 | 0.553 | 0.387 |
| Project (PRF) - Normalised Level 1 PDR (ufp) | 0.412 | 0.159 | 0.000 | 0.000 | -0.111 | 0.143 | 0.241 | 0.133 | 0.284 | -0.079 | 0.211 | 0.400 | 0.080 | -0.292 | 0.170 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | -0.206 | 0.000 | -0.085 | -0.188 | 0.635 | 1.000 | 0.998 | 0.653 | 0.683 | -0.128 | 0.193 | -0.011 | 0.531 | 0.277 | -0.020 | 0.459 | 0.615 | 0.000 | 0.664 | 0.243 | 0.299 | 0.510 | 0.147 |
| Project (PRF) - Normalised PDR (ufp) | 0.412 | 0.159 | 0.000 | 0.000 | -0.113 | 0.143 | 0.241 | 0.133 | 0.284 | -0.079 | 0.211 | 0.400 | 0.080 | -0.292 | 0.170 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | -0.205 | 0.000 | -0.092 | -0.183 | 0.636 | 0.998 | 1.000 | 0.654 | 0.675 | -0.131 | 0.193 | -0.016 | 0.531 | 0.277 | -0.001 | 0.459 | 0.615 | 0.000 | 0.664 | 0.243 | 0.299 | 0.510 | 0.144 |
| Project (PRF) - Normalised Work Effort | 0.000 | 0.546 | 0.393 | 0.619 | -0.028 | 0.404 | 0.117 | 0.470 | 0.473 | 0.094 | 0.359 | 0.610 | 0.495 | 0.157 | 0.864 | 0.179 | 0.173 | 0.747 | 1.000 | 1.000 | 0.018 | 0.000 | 0.633 | 0.478 | 0.900 | 0.653 | 0.654 | 1.000 | 0.990 | -0.272 | 0.497 | 0.572 | 0.744 | 0.665 | -0.365 | 0.490 | 0.631 | 0.000 | 0.450 | 0.000 | 0.194 | 0.403 | 0.092 |
| Project (PRF) - Normalised Work Effort Level 1 | 0.116 | 0.372 | 0.382 | 0.627 | -0.028 | 0.404 | 0.117 | 0.436 | 0.473 | 0.105 | 0.341 | 0.513 | 0.502 | 0.152 | 0.827 | 0.164 | 0.359 | 0.738 | 1.000 | 1.000 | 0.017 | 0.000 | 0.609 | 0.387 | 0.866 | 0.683 | 0.675 | 0.990 | 1.000 | -0.241 | 0.612 | 0.545 | 0.717 | 0.651 | -0.391 | 0.437 | 0.696 | 0.000 | 0.434 | 0.000 | 0.124 | 0.489 | 0.122 |
| Project (PRF) - Project Elapsed Time | 0.000 | 0.438 | 0.555 | 0.708 | -0.024 | 0.550 | 0.201 | 0.353 | 0.135 | -0.160 | 0.477 | 0.361 | 0.515 | -0.052 | 0.516 | 0.306 | 0.353 | 0.735 | 0.526 | 0.734 | 0.582 | 0.557 | -0.209 | -0.796 | -0.306 | -0.128 | -0.131 | -0.272 | -0.241 | 1.000 | 0.406 | -0.687 | 0.598 | -0.346 | -0.229 | 0.682 | 0.724 | 0.170 | 0.598 | 0.483 | 0.481 | 0.719 | 0.455 |
| Project (PRF) - Relative Size | 0.395 | 0.742 | 0.376 | 0.513 | 0.137 | 0.214 | 0.000 | 0.000 | 0.504 | 0.329 | 0.000 | 0.537 | 0.000 | 0.000 | 0.592 | 0.395 | 0.197 | 0.580 | 0.808 | 0.593 | 0.000 | 0.533 | 0.739 | 0.953 | 0.490 | 0.193 | 0.193 | 0.497 | 0.612 | 0.406 | 1.000 | 0.702 | 0.565 | 0.786 | 0.480 | 0.495 | 0.480 | 0.578 | 0.213 | 0.284 | 0.225 | 0.510 | 0.543 |
| Project (PRF) - Speed of Delivery | 0.101 | 0.763 | 0.278 | 0.642 | 0.062 | 0.101 | 0.031 | 0.125 | 0.370 | 0.387 | -0.039 | 0.346 | 0.000 | 0.275 | 0.722 | -0.057 | 0.000 | 0.584 | 0.716 | 0.000 | -0.262 | 0.000 | 0.787 | 0.864 | 0.737 | -0.011 | -0.016 | 0.572 | 0.545 | -0.687 | 0.702 | 1.000 | 0.633 | 0.225 | -0.217 | 0.000 | 0.000 | 0.405 | 0.000 | 0.105 | 0.000 | 0.000 | -0.192 |
| Project (PRF) - Team Size Group | 0.120 | 0.534 | 0.615 | 0.704 | 0.000 | 0.556 | 0.000 | 0.448 | 0.736 | 0.692 | 0.760 | 0.599 | 0.454 | 0.000 | 0.639 | 0.505 | 0.000 | 0.738 | 0.920 | 0.707 | 0.000 | 0.409 | 0.712 | 0.000 | 0.822 | 0.531 | 0.531 | 0.744 | 0.717 | 0.598 | 0.565 | 0.633 | 1.000 | 0.957 | 0.515 | 0.618 | 0.629 | 0.345 | 0.572 | 0.400 | 0.469 | 0.492 | 0.563 |
| Project (PRF) - Total project cost | 0.707 | 0.746 | 0.589 | 0.554 | 0.185 | -1.000 | NaN | 0.943 | -0.147 | -0.073 | 0.943 | 0.961 | 1.000 | 0.778 | 0.578 | -0.430 | 0.962 | 0.789 | 0.747 | 0.931 | -0.038 | 0.435 | -0.140 | 0.644 | -0.425 | 0.277 | 0.277 | 0.665 | 0.651 | -0.346 | 0.786 | 0.225 | 0.957 | 1.000 | 0.687 | 0.595 | 1.000 | 0.595 | 1.000 | 0.427 | 0.714 | 0.953 | -0.519 |
| Project (PRF) - Year of Project | 0.765 | 0.481 | 0.547 | 0.682 | -0.132 | -0.323 | -0.313 | -0.106 | -0.600 | -0.511 | -0.301 | 0.286 | 0.000 | -0.295 | 0.454 | -0.598 | 0.468 | 0.719 | 0.943 | 0.901 | -0.371 | 0.530 | -0.610 | -0.386 | -0.809 | -0.020 | -0.001 | -0.365 | -0.391 | -0.229 | 0.480 | -0.217 | 0.515 | 0.687 | 1.000 | 0.514 | 0.683 | 0.359 | 0.473 | 0.770 | 0.488 | 0.655 | -0.539 |
| Tech (TF) - Architecture | 0.000 | 0.351 | 0.732 | 0.768 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.415 | 0.000 | 0.117 | 0.000 | 0.050 | 0.446 | 0.445 | 0.408 | 0.775 | 0.355 | 0.707 | 0.000 | 0.439 | 0.167 | 0.000 | 0.422 | 0.459 | 0.459 | 0.490 | 0.437 | 0.682 | 0.495 | 0.000 | 0.618 | 0.595 | 0.514 | 1.000 | 0.744 | 0.983 | 0.387 | 0.317 | 0.601 | 0.616 | 0.499 |
| Tech (TF) - Client Roles | 0.327 | 0.563 | 0.796 | 0.776 | 0.000 | 0.508 | 0.257 | 0.526 | 0.474 | 0.408 | 0.610 | 0.603 | 0.747 | 0.707 | 0.629 | 0.766 | 0.586 | 0.901 | 0.000 | 0.000 | 0.000 | 0.754 | 0.681 | 1.000 | 0.709 | 0.615 | 0.615 | 0.631 | 0.696 | 0.724 | 0.480 | 0.000 | 0.629 | 1.000 | 0.683 | 0.744 | 1.000 | 1.000 | 0.778 | 0.049 | 0.684 | 0.809 | 0.705 |
| Tech (TF) - Client Server? | 0.000 | 0.544 | 0.000 | 0.647 | 0.000 | 0.326 | 0.251 | 0.000 | 0.187 | 0.279 | 0.000 | 0.000 | 0.000 | 0.000 | 0.283 | 0.599 | 0.000 | 0.683 | 0.603 | 0.000 | 0.436 | 0.000 | 0.336 | 0.160 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.170 | 0.578 | 0.405 | 0.345 | 0.595 | 0.359 | 0.983 | 1.000 | 1.000 | 0.000 | 0.000 | 0.555 | 1.000 | 0.314 |
| Tech (TF) - Development Platform | 0.612 | 0.213 | 0.451 | 0.581 | 0.089 | 0.241 | 0.000 | 0.382 | 0.000 | 0.401 | 0.344 | 0.168 | 0.000 | 0.170 | 0.556 | 0.202 | 0.000 | 0.775 | 1.000 | 1.000 | 0.107 | 0.324 | 0.000 | 0.000 | 0.682 | 0.664 | 0.664 | 0.450 | 0.434 | 0.598 | 0.213 | 0.000 | 0.572 | 1.000 | 0.473 | 0.387 | 0.778 | 0.000 | 1.000 | 0.773 | 0.859 | 0.739 | 0.467 |
| Tech (TF) - Language Type | 0.000 | 0.151 | 0.680 | 0.794 | 0.068 | 0.935 | 1.000 | 0.000 | 1.000 | 0.900 | 0.000 | 0.419 | 0.000 | 0.701 | 0.000 | 0.610 | 0.121 | 0.801 | 0.982 | 0.000 | 0.517 | 0.334 | 0.000 | 0.000 | 0.257 | 0.243 | 0.243 | 0.000 | 0.000 | 0.483 | 0.284 | 0.105 | 0.400 | 0.427 | 0.770 | 0.317 | 0.049 | 0.000 | 0.773 | 1.000 | 0.962 | 0.583 | 0.544 |
| Tech (TF) - Primary Programming Language | 0.375 | 0.239 | 0.485 | 0.785 | 0.000 | 0.744 | 0.319 | 0.573 | 0.269 | 0.481 | 0.473 | 0.281 | 0.000 | 0.171 | 0.218 | 0.431 | 0.233 | 0.713 | 0.798 | 0.088 | 0.389 | 0.477 | 0.000 | 0.000 | 0.372 | 0.299 | 0.299 | 0.194 | 0.124 | 0.481 | 0.225 | 0.000 | 0.469 | 0.714 | 0.488 | 0.601 | 0.684 | 0.555 | 0.859 | 0.962 | 1.000 | 0.667 | 0.338 |
| Tech (TF) - Server Roles | 0.667 | 0.335 | 0.808 | 0.695 | 0.000 | 0.471 | 0.118 | 0.408 | 0.623 | 0.463 | 0.573 | 0.476 | 0.498 | 0.615 | 0.661 | 0.353 | 0.758 | 0.842 | 0.913 | 0.000 | 0.000 | 0.747 | 0.504 | 1.000 | 0.553 | 0.510 | 0.510 | 0.403 | 0.489 | 0.719 | 0.510 | 0.000 | 0.492 | 0.953 | 0.655 | 0.616 | 0.809 | 1.000 | 0.739 | 0.583 | 0.667 | 1.000 | 0.714 |
| Tech (TF) - Tools Used | 0.756 | 0.800 | 0.564 | 0.552 | 0.131 | -0.208 | -0.088 | -0.147 | 0.058 | 0.223 | -0.300 | 0.594 | 0.245 | -0.305 | 0.588 | 0.832 | 0.714 | 0.833 | 0.943 | 0.935 | 0.395 | 0.452 | 0.174 | 0.287 | 0.387 | 0.147 | 0.144 | 0.092 | 0.122 | 0.455 | 0.543 | -0.192 | 0.563 | -0.519 | -0.539 | 0.499 | 0.705 | 0.314 | 0.467 | 0.544 | 0.338 | 0.714 | 1.000 |
Missing values
Sample
| ISBSG Project ID | External (EEF) - Data Quality Rating | Project (PRF) - Year of Project | External (EEF) - Industry Sector | External (EEF) - Organisation Type | Project (PRF) - Application Group | Project (PRF) - Application Type | Project (PRF) - Development Type | Tech (TF) - Development Platform | Tech (TF) - Language Type | Tech (TF) - Primary Programming Language | Project (PRF) - Functional Size | Project (PRF) - Relative Size | Project (PRF) - Normalised Work Effort Level 1 | Project (PRF) - Normalised Work Effort | Project (PRF) - Normalised Level 1 PDR (ufp) | Project (PRF) - Normalised PDR (ufp) | Project (PRF) - Defect Density | Project (PRF) - Speed of Delivery | Project (PRF) - Manpower Delivery Rate | Project (PRF) - Project Elapsed Time | Project (PRF) - Team Size Group | Project (PRF) - Max Team Size | - CASE Tool Used | Process (PMF) - Development Methodologies | Process (PMF) - Prototyping Used | Process (PMF) - Docs | Tech (TF) - Architecture | Tech (TF) - Client Server? | Tech (TF) - Client Roles | Tech (TF) - Server Roles | Tech (TF) - Type of Server | Tech (TF) - Web Development | Tech (TF) - DBMS Used | Tech (TF) - Tools Used | People (PRF) - Project user involvement | People (PRF) - BA team experience <1 yr | People (PRF) - BA team experience 1 to 3 yr | People (PRF) - BA team experience >3 yr | People (PRF) - IT experience <1 yr | People (PRF) - IT experience 1 to 3 yr | People (PRF) - IT experience >3 yr | People (PRF) - IT experience <3 yr | People (PRF) - IT experience 3 to 9 yr | People (PRF) - IT experience >9 yr | People (PRF) - Project manage experience | People (PRF) - Project manage changes | People (PRF) - Personnel changes | Project (PRF) - Total project cost | Project (PRF) - Cost currency | Project (PRF) - Currency multiple | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10279 | B | 2013 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 26.0 | XS | 52 | 52 | 2.0 | 2.0 | NaN | 2.2 | 2.2 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 10317 | B | 2015 | Government | Government; | Business Application | Business Application; | Enhancement | NaN | 4GL | .Net | 8.0 | XXS | 816 | 816 | 102.0 | 102.0 | 0.0 | 7.3 | NaN | 1.1 | NaN | NaN | NaN | Agile Development; | NaN | 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 81500.0 | European, euro | No |
| 2 | 10572 | B | 2014 | Government | Government; | Business Application | Business Application; | Enhancement | NaN | 4GL | Oracle | 85.0 | S | 774 | 774 | 9.1 | 9.1 | 0.0 | 212.5 | NaN | 0.4 | NaN | NaN | NaN | Agile Development; | NaN | 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 69850.0 | European, euro | No |
| 3 | 11278 | A | 2010 | Service Industry | Community Services; | Business Application | Workflow support & management;Complex process control; | Enhancement | Multi | 3GL | JavaScript | 89.0 | S | 4036 | 4036 | 45.3 | 45.3 | 56.2 | 17.8 | 2.0 | 5.0 | 9-14 | 9.0 | No | Agile Development; | NaN | 16 | Client server | Yes | Data entry & validation;Data retrieval & presentation;Web/HTML browser; | HTML/web server;Security/authentication; | NaN | NaN | Yes | 2 | NaN | 3.0 | 1.0 | 5.0 | NaN | NaN | NaN | 0.0 | 5.0 | 4.0 | 3.0 | 0.0 | 3.0 | NaN | NaN | NaN |
| 4 | 11497 | B | 2012 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 31.0 | S | 88 | 88 | 2.8 | 2.8 | NaN | 2.6 | 2.6 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 11509 | B | 2012 | Communication | Telecommunications; | Real-Time Application | Online analysis and reporting;Embedded software - simple device control;Telecom & network management; | Enhancement | Multi | 3GL | C++ | 204.0 | M1 | 7805 | 7805 | 38.3 | 38.3 | 0.0 | 29.1 | 3.6 | 7.0 | 5-8 | 8.0 | NaN | NaN | NaN | 6 | Multi-tier | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 11738 | B | 2012 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 10.0 | XS | 29 | 29 | 2.9 | 2.9 | NaN | 0.8 | 0.8 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 11801 | A | 2009 | Government | Government; | NaN | IdM; | Enhancement | Multi | 3GL | C# | 63.0 | S | 2742 | 2742 | 43.5 | 43.5 | 47.6 | 6.3 | 0.8 | 10.0 | 5-8 | 8.0 | NaN | Agile Development; | NaN | 18 | Multi-tier with web public interface | Yes | Web public interface; | Multi-user legacy application; | NaN | Web | Yes | 3 | NaN | 8.0 | 0.0 | 0.0 | NaN | NaN | NaN | 2.0 | 2.0 | 4.0 | 1.0 | 1.0 | 0.0 | NaN | NaN | NaN |
| 8 | 12664 | B | 2014 | Government | Government; | Business Application | Business Application; | Enhancement | NaN | 4GL | Oracle | 138.0 | M1 | 682 | 682 | 4.9 | 4.9 | 0.0 | 345.0 | NaN | 0.4 | NaN | NaN | NaN | Agile Development; | NaN | 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 61435.0 | European, euro | No |
| 9 | 13026 | B | 2013 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 5.0 | XXS | 27 | 27 | 5.4 | 5.4 | NaN | 0.4 | 0.4 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| ISBSG Project ID | External (EEF) - Data Quality Rating | Project (PRF) - Year of Project | External (EEF) - Industry Sector | External (EEF) - Organisation Type | Project (PRF) - Application Group | Project (PRF) - Application Type | Project (PRF) - Development Type | Tech (TF) - Development Platform | Tech (TF) - Language Type | Tech (TF) - Primary Programming Language | Project (PRF) - Functional Size | Project (PRF) - Relative Size | Project (PRF) - Normalised Work Effort Level 1 | Project (PRF) - Normalised Work Effort | Project (PRF) - Normalised Level 1 PDR (ufp) | Project (PRF) - Normalised PDR (ufp) | Project (PRF) - Defect Density | Project (PRF) - Speed of Delivery | Project (PRF) - Manpower Delivery Rate | Project (PRF) - Project Elapsed Time | Project (PRF) - Team Size Group | Project (PRF) - Max Team Size | - CASE Tool Used | Process (PMF) - Development Methodologies | Process (PMF) - Prototyping Used | Process (PMF) - Docs | Tech (TF) - Architecture | Tech (TF) - Client Server? | Tech (TF) - Client Roles | Tech (TF) - Server Roles | Tech (TF) - Type of Server | Tech (TF) - Web Development | Tech (TF) - DBMS Used | Tech (TF) - Tools Used | People (PRF) - Project user involvement | People (PRF) - BA team experience <1 yr | People (PRF) - BA team experience 1 to 3 yr | People (PRF) - BA team experience >3 yr | People (PRF) - IT experience <1 yr | People (PRF) - IT experience 1 to 3 yr | People (PRF) - IT experience >3 yr | People (PRF) - IT experience <3 yr | People (PRF) - IT experience 3 to 9 yr | People (PRF) - IT experience >9 yr | People (PRF) - Project manage experience | People (PRF) - Project manage changes | People (PRF) - Personnel changes | Project (PRF) - Total project cost | Project (PRF) - Cost currency | Project (PRF) - Currency multiple | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74 | 30029 | B | 2012 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 72.0 | S | 225 | 225 | 3.1 | 3.1 | NaN | 6.0 | 3.0 | 12.0 | 2 | 2.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 75 | 30367 | A | 2009 | Service Industry | Government;Community Services; | Business Application | Catalogue/register of things or events; | Enhancement | Multi | 3GL | PL/I | 117.0 | M1 | 3549 | 3549 | 30.3 | 30.3 | 0.0 | 16.7 | 1.7 | 7.0 | 9-14 | 10.0 | No | Agile Development; | Yes | 17 | Client server | Yes | NaN | NaN | NaN | NaN | Yes | 2 | NaN | 0.0 | 4.0 | 6.0 | NaN | NaN | NaN | 0.0 | 6.0 | 4.0 | 13.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 76 | 30466 | B | 2014 | Government | Government; | Business Application | Business Application; | Enhancement | NaN | 4GL | .Net | 4.0 | XXS | 684 | 684 | 171.0 | 171.0 | 0.0 | 5.7 | NaN | 0.7 | NaN | NaN | NaN | Agile Development; | NaN | 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 68200.0 | European, euro | No |
| 77 | 30621 | B | 2013 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 13.0 | XS | 47 | 47 | 3.6 | 3.6 | NaN | 1.1 | 1.1 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 78 | 30658 | A | 2009 | Education | Education Institution;Electricity, Gas, Water;IEEE; | Business Application | Content management system;Dynamic website; | New Development | PC | 3GL | Java | 160.0 | M1 | 784 | 784 | 4.9 | 4.9 | NaN | 53.3 | 10.7 | 3.0 | 5-8 | 5.0 | NaN | Agile Development;Personal Software Process (PSP);Unified Process; | NaN | 18 | Multi-tier with web public interface | Yes | Web/HTML browser; | Security/authentication; | NaN | Web | Yes | 4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | NaN | NaN | NaN | 0.0 | 0.0 | 15680.0 | Canada, dollar | NaN |
| 79 | 31103 | B | 2012 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 11.0 | XS | 43 | 43 | 3.9 | 3.9 | NaN | 0.9 | 0.9 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 80 | 31166 | A | 2011 | Government | Government; | Infrastructure Software | Data or database management; | New Development | PC | 4GL | Oracle | 492.0 | M2 | 1020 | 1105 | 2.1 | 2.2 | NaN | 164.0 | 82.0 | 3.0 | 2 | 2.0 | Yes | Agile Development; | NaN | 17 | Multi-tier with web public interface | Yes | Web/HTML browser; | Database server;HTML/web server; | NaN | Web | Yes | 1 | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | 2.0 | 45.0 | 0.0 | 1.0 | 765000.0 | European, euro | Yes 10,000 |
| 81 | 31166 | A | 2011 | Government | Government; | Infrastructure Software | Data or database management; | New Development | PC | 4GL | Oracle | 422.0 | M2 | 1020 | 1105 | 2.4 | 2.6 | NaN | 140.7 | 70.3 | 3.0 | 2 | 2.0 | Yes | Agile Development; | NaN | 18 | Multi-tier with web public interface | Yes | Web/HTML browser; | Database server;HTML/web server; | NaN | Web | Yes | 1 | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | 2.0 | 45.0 | 0.0 | 1.0 | 765000.0 | European, euro | Yes 10,000 |
| 82 | 31969 | B | 2013 | Banking | Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking; | Business Application | Surveillance and security; | Enhancement | PC | 3GL | C# | 15.0 | XS | 47 | 47 | 3.1 | 3.1 | NaN | 1.3 | 1.3 | 12.0 | 1 | 1.0 | NaN | Agile Development; | NaN | 6 | Stand alone | NaN | NaN | NaN | NaN | NaN | Yes | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 83 | 32010 | D | 2013 | Manufacturing | Government;Real Estate & Property;Education Institution;Manufacturing;Construction;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Community Services;Defence;Financial, Property & Business Services;Banking;Professional | Business Application | Catalogue/register of things or events;Customer billing;Financial transaction process/accounting;Job, case, incident, project management;Management or performance reporting;Online analysis and reporting;Workflow support & management;Mathematical modelling | New Development | PC | 3GL | C# | 5393.0 | XL | 400 | 460 | 0.1 | 0.1 | 1.9 | 2157.2 | 2157.2 | 2.5 | 1 | 1.0 | Yes | Agile Development;Extreme Programming (XP);Iterative;Rapid Application Development (RAD);Scrum;Timeboxing;Unified Process;IMES OOM; | Yes | 20 | Stand alone | No | NaN | NaN | NaN | Web | Yes | 7 | NaN | 0.0 | 0.0 | 1.0 | NaN | NaN | NaN | 0.0 | 0.0 | 1.0 | 3.0 | 0.0 | 0.0 | 277000.0 | United States, dollar | No |